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-<!DOCTYPE html>
-<html>
- <head>
- <title>PROV Model Primer</title>
- <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
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- "TURTLE":
- "Eric Prud'hommeaux, Gavin Carothers "+
- "<a href=\"http://www.w3.org/TR/2011/WD-turtle-20110809/\"><cite>Turtle: Terse RDF Triple Language</cite></a>. "+
- "9 August 2011. W3C Working Draft. "+
- "URL: <a href=\"http://www.w3.org/TR/2011/WD-turtle-20110809/\">http://www.w3.org/TR/2011/WD-turtle-20110809/</a>",
-
- "PROVENANCE-XG":
- "Yolanda Gil, James Cheney, Paul Groth, Olaf Hartig, Simon Miles, Luc Moreau, Paulo Pinheiro da Silva "+
- "<a href=\"http://www.w3.org/2005/Incubator/prov/XGR-prov/\"><cite>Provenance XG Final Report</cite></a>. "+
- "8 December 2010. "+
- "URL: <a href=\"http://www.w3.org/2005/Incubator/prov/XGR-prov/\">http://www.w3.org/2005/Incubator/prov/XGR-prov/</a>"
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- { name: "Yolanda Gil", url: "http://www.isi.edu/~gil/",
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- { name: "<a href=\"http://semanticweb.org/wiki/Khalid_Belhajjame\">Khalid Belhajjame</a>",
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- { name: "Helena Deus",
- company: "Digital Enterprise Research Institute (DERI), NUI Galway" },
- { name: "<a href=\"http://www.oeg-upm.net/index.php/en/phdstudents/28-dgarijo\">Daniel Garijo</a>",
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- { name: "Graham Klyne",
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- company: "University of Manchester" },
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- ],
-
- // name of the WG
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-
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- // !!!! IMPORTANT !!!!
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-
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- </head>
- <body>
- <section id="abstract">
- <p>
- This document provides an intuitive introduction and guide to the
- PROV specification for provenance on the Web. PROV is a core data model for
- provenance for building representations of the entities, people and
- processes involved in producing a piece of data or thing in the world.
- This primer explains the fundamental PROV concepts and provides examples
- of its use. The primer is intended as a starting point for those wishing
- to create or use PROV data.
- </p>
- <p>
- The <a href="http://www.w3.org/TR/2012/WD-prov-overview-20121211/">PROV Document Overview</a> describes the overall state of PROV, and should be read before other PROV documents.
- </p>
-
- <!-- p>
- This is a document for internal discussion, which will ultimately
- evolve in the first Public Working Draft of the Primer.</p -->
- </section>
-
-<section id="sotd">
-<h4>PROV Family of Documents</h4>
-This document is part of the PROV family of documents, a set of documents defining various aspects that are necessary to achieve the vision of inter-operable
-interchange of provenance information in heterogeneous environments such as the Web. These documents are listed below. Please consult the [[PROV-OVERVIEW]] for a guide to reading these documents.
-<ul>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-overview-20130312/">PROV-OVERVIEW</a> (To be published as Note), an overview of the PROV family of documents [[PROV-OVERVIEW]];</li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-primer-20130312/">PROV-PRIMER</a> (To be published as Note), a primer for the PROV data model (this document);</li>
-<li> <a href="http://www.w3.org/TR/2013/PR-prov-o-20130312/">PROV-O</a> (Proposed Recommendation), the PROV ontology, an OWL2 ontology allowing the mapping of PROV to RDF [[PROV-O]];</li>
-<li> <a href="http://www.w3.org/TR/2013/PR-prov-dm-20130312/">PROV-DM</a> (Proposed Recommendation), the PROV data model for provenance [[PROV-DM]];</li>
-<li> <a href="http://www.w3.org/TR/2013/PR-prov-n-20130312/">PROV-N</a> (Proposed Recommendation), a notation for provenance aimed at human consumption [[PROV-N]];</li>
-<li> <a href="http://www.w3.org/TR/2013/PR-prov-constraints-20130312/">PROV-CONSTRAINTS</a> (Proposed Recommendation), a set of constraints applying to the PROV data model [[PROV-CONSTRAINTS]];</li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-xml-20130312/">PROV-XML</a> (To be published as Note), an XML schema for the PROV data model [[PROV-XML]];</li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-aq-20130312/">PROV-AQ</a> (To be published as Note), the mechanisms for accessing and querying provenance [[PROV-AQ]]; </li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-dictionary-20130312/">PROV-DICTIONARY</a> (To be published as Note) introduces a specific type of collection, consisting of key-entity pairs [[PROV-DICTIONARY]];</li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-dc-20130312/">PROV-DC</a> (To be published as Note) provides a mapping between PROV and Dublic Core Terms [[PROV-DC]];</li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-sem-20130312/">PROV-SEM</a> (To be published as Note), a declarative specification in terms of first-order logic of the PROV data model [[PROV-SEM]];</li>
-<li> <a href="http://www.w3.org/TR/2013/WD-prov-links-20130312/">PROV-LINKS</a> (To be published as Note) introduces a mechanism to link across bundles [[PROV-LINKS]].</li>
-</ul>
-</section>
-
- <section>
- <h2>Introduction</h2>
- <p>
- This primer document provides an accessible introduction to the PROV
- specification for provenance on the Web.
- The <i>provenance</i> of digital objects represents their origins. PROV is a
- proposed specification to express provenance records,
- which contain <i>descriptions</i> of the entities
- and activities involved in producing and delivering or otherwise influencing a
- given object.
- For the remainder of this document, we use the term 'provenance' to refer also
- to records of provenance, except where the distinction is important for clarity.
- By knowing the provenance of an object, we can perceive how to
- use it. Provenance can be used for many purposes, such as
- understanding how data was collected so it can be meaningfully used, determining
- ownership and rights over an object, making judgments about information to
- determine whether to trust it, verifying that the process and steps used to obtain a
- result complies with given requirements, and reproducing how something was generated.
- </p>
-
- <p>
- As a specification for provenance, PROV accommodates all those different uses
- of provenance. Different people may have different perspectives on provenance,
- and as a result different types of information might be captured in provenance records.
- <ul>
- <li>
- One perspective might focus on <i>agent-centered provenance</i>, that is, what entities
- were involved in generating or manipulating the information in question. For example,
- in the provenance of a picture in a news article we might capture the photographer who
- took it, the person that edited it, and the newspaper that published it.
- </li>
- <li>
- A second perspective
- might focus on <i>object-centered provenance</i>, by tracing the origins of portions of a
- document to other documents. An example is having a web page that was assembled from content
- from a news article, quotes of interviews with experts, and a chart that plots data from a
- government agency.
- </li>
- <li>A third perspective one might take is on <i>process-centered provenance</i>,
- capturing the actions and steps taken to generate the information in question. For example, a
- chart may have been generated by invoking a service to retrieve data from a database, then
- extracting certain statistics from the data using some statistics package, and finally
- processing these results with a graphing tool.
- </li>
- </ul>
- </p>
-
- <p>
- Provenance records are metadata. There are other kinds of metadata that is
- not provenance. For example, the size of an image is metadata of
- that image but it is not provenance.
- For general background on provenance, a
- comprehensive overview of requirements, use cases, prior research, and proposed
- vocabularies for provenance are available from the
- Final Report of the W3C Provenance Incubator Group [[PROVENANCE-XG]].
- That document contains three general scenarios
- that may help identify the provenance aspects of planned applications and
- help plan the design of a provenance system.
- </p>
-
- <p>
- This primer document aims to ease the adoption of the PROV specifications by providing:
- </p>
- <ul>
- <li>An intuitive explanation of how PROV models provenance. A detailed description of
- all the concepts and relations in the PROV Data Model is provided in [[PROV-DM]].</li>
- <li>A simple self-contained example that illustrates how to produce and use PROV assertions, highlighting how
- to combine PROV with other popular vocabularies such as FOAF and Dublin Core. A description
- of the formal PROV ontology (PROV-O) can be found in [[PROV-O]].</li>
- <li>Example snippets using a notation of PROV designed for human
- consumption (PROV-N). Details of this notation can be found at [[PROV-N]].</li>
- </ul>
-
- <p>There are additional reference documents for PROV that are not covered in this
- primer, including the PROV Access and Query aspects of the specification [[PROV-AQ]],
- the constraints on the PROV data model [[PROV-CONSTRAINTS]],
- a formal semantics of the PROV data model [[PROV-SEM]], and the PROV XML notation
- [[PROV-XML]]. </p>
-
- </section>
-
- <section>
- <h2>Intuitive overview of PROV</h2>
-
- <p>
- This section provides an intuitive explanation of the main concepts in PROV.
- As with the rest of this document, it should be treated as a starting point for
- understanding the model. The PROV data model document [[PROV-DM]]
- provides precise definitions and constraints [[PROV-CONSTRAINTS]] to be used.
- </p>
- <p>
- The following diagram provides a high level overview of the structure of PROV records,
- limited to some key PROV concepts discussed in this document.
- Note that because PROV is meant to describe how things were created or delivered,
- PROV relations are named so they can be used in assertions about the past.
- </p>
-
- <div style="text-align: center;">
- <img src="images/key-concepts.png" alt="PROV key concepts overview"/>
- </div>
-
- <section>
- <h3>Entities</h3>
-
- <p>
- In PROV, physical, digital, conceptual, or other kinds of thing are called
- <i>entities</i>.
- Examples of such entities are a web page, a chart, and a spellchecker.
- Provenance records can describe the provenance of entities, and
- an entity’s provenance may refer to many other entities. For example, a document D is
- an entity whose provenance refers to other entities such as a chart inserted into D,
- and the dataset that was used to create that chart.
- Entities may be described as having different attributes and
- be described from different perspectives. For example,
- document D as stored in my file system, the second version of document D,
- and D as an evolving document,
- are three distinct entities for which we may describe provenance.
- </p>
- </section>
-
- <section>
- <h3>Activities</h3>
-
- <p>
- <i>Activities</i> are how entities come into
- existence and how their attributes change to become new entities,
- often making use of previously existing entities to achieve this.
- They are
- dynamic aspects of the world, such as actions, processes, etc.
- For example, if the second version of document D was generated
- by a translation from the first version of the document in another language,
- then this translation is an activity.
- </p>
- </section>
-
- <section>
- <h3>Usage and Generation</h3>
- <p>
- Activities <i>generate</i> new entities.
- For example, writing a document brings the document into existence, while
- revising the document brings a new version into existence.
- Activities also make <i>use</i> of entities. For example, revising a document
- to fix spelling mistakes uses the original version of the document as well
- as a list of corrections.
- Generation does not always occur at the end of an activity, and an activity may generate entities
- part-way through.
- Likewise, usage does not always occur at the beginning of an activity.
- </p>
- </section>
-
- <section>
- <h3>Agents and Responsibility</h3>
- <p>
- An <i>agent</i> takes a role in an activity such
- that the agent can be assigned some degree of <i>responsibility</i> for the activity taking
- place.
- An agent can be a person, a piece of software, an inanimate object, an organization, or
- other entities that may be ascribed responsibility.
- When an agent has some responsibility for an activity, PROV says the agent was
- <i>associated</i> with the activity, where several agents may be associated with
- an activity and vice-versa.
- Consider a chart displaying some statistics
- regarding crime rates over time in a linear regression. To represent the
- provenance of that chart, we could state that the person who created the
- chart was an agent involved in its creation, and that the software used to
- create the chart was also an agent involved in that activity.
- An agent may be <i>acting on behalf</i> of others, e.g. an employee on behalf of their
- organization, and we can express such chains of responsibility in the provenance.
- </p>
- <p>
- We can also describe that an entity is <i>attributed</i> to an agent to express
- the agent's responsibility for that entity, possibly along with other agents.
- This description can be understood as a shorthand
- for saying that the agent was responsible for the activity which generated
- the entity.
- </p>
- <p>
- One may want to describe the provenance of an agent. For example, an organization
- responsible for the creation of a report may evolve over time as the report is written as
- some members leave and others join. To make provenance assertions about an agent in PROV,
- the agent must be declared explicitly both as an agent and as an entity.
- </p>
-
- </section>
-
- <section>
- <h3>Roles</h3>
- <p>
- A <i>role</i> is a description of the function or the part that an entity
- played in an activity. Roles specify
- the relationship between an entity and an activity, i.e. how
- the activity used or generated the entity. Roles also specify how agents are
- involved in an activity, qualifying their participation in the activity or
- specifying for what aspect of it each agent was responsible.
- For example, an agent may play the role of "editor" in an activity that uses
- one entity in the role of "document to be edited" and another in the role of
- "addition to be made to the document", to generate a further entity in the role of "edited document".
- Roles are application specific, so PROV does not define any particular roles.
- </p>
- </section>
-
- <section>
- <h3>Derivation and Revision</h3>
- <p>
- When one entity's existence, content, characteristics and so on are
- at least partly due to another entity, then we say that the former was
- <i>derived</i> from the latter. For example, one document may contain
- material copied from another,
- and a chart was derived from the data that it illustrates.
- </p>
- <p>
- PROV allows some common, specialized kinds of derivation to be described.
- For example, a given entity, such as a document, may go through multiple <i>revisions</i>
- over time. Between revisions,
- one or more attributes of the entity may change.
- In PROV, the result of each revision is a new entity.
- PROV allows one to relate those entities by making a description that
- one was a revision of another.
- Another kind of derivation is to say that one entity, a quotation, <i>was quoted from</i>
- another entity, commonly a document.
- </p>
- </section>
-
- <section>
- <h3>Plans</h3>
- <p>
- Activities may follow pre-defined procedures, such as recipes, tutorials, instructions, or workflows.
- PROV refers to these, in general, as <i>plans</i>, and allows the description that a plan was followed, by agents,
- in executing an activity.
- </p>
- </section>
-
- <section>
- <h3>Time</h3>
- <p>
- Time is often a critical aspect of provenance.
- PROV allows the timing of significant events to be described, including
- when an entity was generated or used, or when an activity started
- and finished. For example, the model can be used to describe facts such as when a new
- version of a document was created (generation time), or when a document was
- edited (start and end of the editing activity).
- </p>
- </section>
-
- <section>
- <h3>Alternate Entities and Specialization</h3>
- <p>
- There is often more than one way to describe something in a record of
- provenance. Each perspective will be referred to by a separately identified
- entity, and PROV provides a mechanism for linking the different descriptions of
- the same thing together through the mechanism of <i>specialization</i>. One
- entity is a specialization of another entity if it shares the same fixed attributes,
- with the possible addition of further fixed attributes. This concept is best
- illustrated through a few use cases, as below.
- </p>
- <p>
- Entities can be mutable things. For example, a webpage is a single
- entity, W, despite being edited over time. Each version of the webpage is
- also an entity, W1, W2... To connect an individual version to the webpage
- in general, we say that the former is a specialization of the latter: W1 is a
- specialization of W, W2 is a specialization of W, and so on.
- </p>
- <p>
- Two individuals may create provenance referring to the same thing from different
- perspectives. For example, the author of an article may attribute that article
- to themselves using PROV while, independently, a reader might quote a fact from that
- article elsewhere and document this in PROV. If the author later changes the fact,
- then from the reader's perspective there are now two versions of the article, and
- they had quoted from the version before the change. From the author's perspective,
- there is a single article, attributed to themselves. If either of them, or a
- third party, were to connect the two PROV records, they would say that the
- article as referred to by the reader is a specialization of the same article
- as referred to by the author.
- </p>
- <p>
- The above illustrates where we may want to connect entities by
- saying that they refer to the same thing, but at different levels of specialization.
- PROV also allows us to more generally draw a connection between two descriptions
- of the same thing, even if not at different levels of specialization, describing the
- entities as <i>alternates</i> of each other. For example,
- two versions of the webpage above, W1 and W2, are alternates of each other because
- they describe the same webpage.
- </p>
- <p>
- As another example, if a file is copied from one directory to another to create a backup,
- we may say that the copies are alternate versions of the same, location-independent, file.
- Specifically, we may say that the file in the first directory, entity F1, is an alternate of the
- file in the second directory, entity F2. Note that it is
- the context (location) rather than content of the file that differs between the entities
- in this case.
- </p>
- </section>
-
- </section>
-
- <section>
- <h2>Examples of Key Concepts in PROV</h2>
-
- <p>
- In the following sections, we show how PROV can be used to model
- provenance in a specific example scenario. Samples of PROV data are given.
- These samples use the namespace prefixes <b>prov</b>, denoting
- terms from the PROV ontology, and <b>ex</b>, denoting terms specific to the example.
- We illustrate in these examples how PROV can be used in combination with other
- languages, such as FOAF and Dublin Core (with namespace prefix <b>foaf</b> and
- <b>dcterms</b> respectively).
- </p>
- <p>
- The samples can be displayed in one or more of the following formats.
- </p>
- <ul>
- <li>[[PROV-O]] RDF triples, expressed using the [[TURTLE]] notation.</li>
- <li>[[PROV-N]] expressions.</li>
- <li>[[PROV-XML]] fragments.</li>
- </ul>
- <p>
- Select the formats to display using the buttons below. Note that if all formats
- are hidden, the worked examples may not make sense!
- </p>
- <form action="#"><p>
- <input id="hide-turtle-examples" type="button" value="Hide Turtle Examples"
- onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');" />
- <input id="show-turtle-examples" type="button" value="Show Turtle Examples"
- style="display:none"
- onclick="
- set_display_by_class('pre','turtle example','');
- set_display_by_class('div','turtle example','');
- set_display_by_id('hide-turtle-examples','');
- set_display_by_id('show-turtle-examples','none');" />
- <input id="hide-provn-examples" type="button" value="Hide PROV-N Examples"
- onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');" />
- <input id="show-provn-examples" type="button" value="Show PROV-N Examples"
- style="display:none"
- onclick="
- set_display_by_class('pre','provn example','');
- set_display_by_class('div','provn example','');
- set_display_by_id('hide-provn-examples','');
- set_display_by_id('show-provn-examples','none');" />
- <input id="hide-provxml-examples" type="button" value="Hide XML Examples"
- onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');" />
- <input id="show-provxml-examples" type="button" value="Show XML Examples"
- style="display:none"
- onclick="
- set_display_by_class('pre','provxml example','');
- set_display_by_class('div','provxml example','');
- set_display_by_id('hide-provxml-examples','');
- set_display_by_id('show-provxml-examples','none');" />
- </p>
- </form>
-
-
- <section>
- <h3>Entities</h3>
-
- <p>
- An online newspaper publishes an article with a chart about crime statistics making using of data (GovData) provided through a government portal.
- The article includes a chart based on the data, with data values composed (aggregated) by
- geographical regions.
- </p>
- <p>
- A blogger, Betty, looking at the article, spots what she thinks to be an error in the chart.
- Betty retrieves a record of the provenance of the article, describing how it was created.
- </p>
- <p>Betty finds the following descriptions of entities in the provenance.</p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:article a prov:Entity ;
- dcterms:title "Crime rises in cities" .
- ex:dataset1 a prov:Entity .
- ex:regionList a prov:Entity .
- ex:composition a prov:Entity .
- ex:chart1 a prov:Entity .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- entity(ex:article, [dcterms:title="Crime rises in cities"])
- entity(ex:dataSet1)
- entity(ex:regionList)
- entity(ex:composition)
- entity(ex:chart1)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:entity prov:id="ex:article">
- <dct:title>Crime rises in cities</dct:title>
- </prov:entity>
- <prov:entity prov:id="ex:dataSet1"/>
- <prov:entity prov:id="ex:regionList"/>
- <prov:entity prov:id="ex:composition"/>
- <prov:entity prov:id="ex:chart1"/>
- </prov:document>
- </pre>
- </div>
- <p>
- These statements, in order, refer to the article (<code>ex:article</code>),
- an original data set (<code>ex:dataSet1</code>),
- a list of regions (<code>ex:regionList</code>),
- data aggregated by region (<code>ex:composition</code>),
- and a chart (<code>ex:chart1</code>), and state that each is an entity.
- Any entity may have attributes, such as the title
- of the article, expressed using <code>dcterms:title</code> above.
- </p>
- <p>
- PROV data is commonly visualized for human consumption using particular conventions,
- which we will introduce over the following sections. To start with, entities
- are denoted using ovals, as shown below.
- </p>
- <img src="images/entities.png" alt="Visualization of the example entities"/>
- </section>
-
- <section>
- <h3>Activities</h3>
-
- <p>
- Further, the provenance describes that there was
- an activity (<code>ex:compile</code>) denoting the compilation of the
- chart from the data set.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compile a prov:Activity .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- activity(ex:compile)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:activity prov:id="ex:compile"/>
- </prov:document>
- </pre>
- </div>
- <p>
- The provenance also includes reference to the more specific steps involved in this compilation,
- which are first composing the data by region (<code>ex:compose</code>) and then generating the
- chart graphic (<code>ex:illustrate</code>).
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose a prov:Activity .
- ex:illustrate a prov:Activity .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- activity(ex:compose)
- activity(ex:illustrate)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:activity prov:id="ex:compose"/>
- <prov:activity prov:id="ex:illustrate"/>
- </prov:document>
- </pre>
- </div>
- <p>
- In visualizations of the PROV data, activities are depicted as rectangles, as below.
- </p>
- <img src="images/activities.png" alt="Visualization of the example activities"/>
- </section>
-
- <section>
- <h3>Usage and Generation</h3>
-
- <p>
- Concluding the basic description of what occurred, the provenance
- describes the key relations among the above
- entities and activities, i.e. the usage of an entity by an activity,
- or the generation of an entity by an activity.
- </p>
- <p>
- For example, the descriptions below state that the composition activity
- (<code>ex:compose</code>) used the original data set, that it used the list of
- regions, and that the composed data was generated by this activity.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose prov:used ex:dataSet1 ;
- prov:used ex:regionList .
- ex:composition prov:wasGeneratedBy ex:compose .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- used(ex:compose, ex:dataSet1, -)
- used(ex:compose, ex:regionList, -)
- wasGeneratedBy(ex:composition, ex:compose, -)
- </pre>
- <p>Note that the - argument in the examples above denote unspecified optional
- information. See the [[PROV-N]] specification for the details of what arguments
- may be expressed in each PROV-N statement.
- </p>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:used>
- <prov:activity prov:ref="ex:compose"/>
- <prov:entity prov:ref="ex:dataset1"/>
- </prov:used>
- <prov:used>
- <prov:activity prov:ref="ex:compose"/>
- <prov:entity prov:ref="ex:regionList"/>
- </prov:used>
- <prov:wasGeneratedBy>
- <prov:entity prov:ref="ex:composition"/>
- <prov:activity prov:ref="ex:compose"/>
- </prov:wasGeneratedBy>
- </prov:document>
- </pre>
- </div>
- <p>
- Similarly, the chart graphic creation activity (<code>ex:illustrate</code>)
- used the composed data, and the chart was generated by this activity.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:illustrate prov:used ex:composition .
- ex:chart1 prov:wasGeneratedBy ex:illustrate .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- used(ex:illustrate, ex:composition, -)
- wasGeneratedBy(ex:chart1, ex:illustrate, -)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:used>
- <prov:activity prov:ref="ex:illustrate"/>
- <prov:entity prov:ref="ex:composition"/>
- </prov:used>
- <prov:wasGeneratedBy>
- <prov:entity prov:ref="ex:chart1"/>
- <prov:activity prov:ref="ex:illustrate"/>
- </prov:wasGeneratedBy>
- </prov:document>
- </pre>
- </div>
- <p>
- In visualizing the PROV data, usage and generation are connections between
- entities and activities. The arrows point from the future to the past.
- </p>
- <img src="images/use-generate.png" alt="Connection of the entities and activities by use and generation links"/>
- </section>
-
- <section>
- <h3>Agents and Responsibility</h3>
-
- <p>
- Digging deeper, Betty wants to know who compiled the chart.
- Betty sees that Derek was involved in both the composition and
- chart creation activities:
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose prov:wasAssociatedWith ex:derek .
- ex:illustrate prov:wasAssociatedWith ex:derek .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- wasAssociatedWith(ex:compose, ex:derek, -)
- wasAssociatedWith(ex:illustrate, ex:derek, -)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:wasAssociatedWith>
- <prov:activity prov:ref="ex:compose"/>
- <prov:agent prov:ref="ex:derek"/>
- </prov:wasAssociatedWith>
- <prov:wasAssociatedWith>
- <prov:activity prov:ref="ex:illustrate"/>
- <prov:agent prov:ref="ex:derek"/>
- </prov:wasAssociatedWith>
- </prov:document>
- </pre>
- </div>
- <p>
- The record for Derek provides the
- following description that
- Derek is an agent, specifically a person, followed by non-PROV information
- giving attributes of Derek.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:derek a prov:Agent ;
- a prov:Person ;
- foaf:givenName "Derek"^^xsd:string ;
- foaf:mbox <mailto:derek@example.org> .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- agent(ex:derek,
- [prov:type='prov:Person', foaf:givenName="Derek",
- foaf:mbox="<mailto:derek@example.org>"])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:agent prov:id="ex:derek">
- <prov:type>prov:Person</prov:type>
- <foaf:givenName>Derek</foaf:givenName>
- <foaf:mbox>mailto:derek@example.org</foaf:mbox>
- </prov:agent>
- </prov:document>
- </pre>
- </div>
- <p>
- Derek works as part of an organization, Chart Generators Inc, and so the provenance
- declares that he acts on their behalf. Note that the organization is itself
- an agent.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:derek prov:actedOnBehalfOf ex:chartgen .
- ex:chartgen a prov:Agent ;
- a prov:Organization ;
- foaf:name "Chart Generators Inc" .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- agent(ex:chartgen,
- [prov:type='prov:Organization',
- foaf:name="Chart Generators Inc"])
- actedOnBehalfOf(ex:derek, ex:chartgen)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:agent prov:id="ex:chartgen">
- <prov:type>prov:Organization</prov:type>
- <foaf:name>Chart Generators Inc</foaf:name>
- </prov:agent>
- <prov:actedOnBehalfOf>
- <prov:delegate prov:ref="ex:derek"/>
- <prov:responsible prov:ref="ex:chartgen"/>
- </prov:actedOnBehalfOf>
- </prov:document>
- </pre>
- </div>
- <p>
- It would also be possible to express the more specific statement that Derek
- worked on the organization's behalf for a particular activity, rather than
- in general, and so may have acted on behalf of other organizations for other
- activities. See the PROV specifications for details on how to express
- activity-specific delegation.
- </p>
- <p>
- Finally, there is an explicit statement in the provenance that the chart was
- attributed to Derek.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:chart1 prov:wasAttributedTo ex:derek .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- wasAttributedTo(ex:chart1, ex:derek)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:wasAttributedTo>
- <prov:entity prov:ref="ex:chart1"/>
- <prov:agent prov:ref="ex:derek"/>
- </prov:wasAttributedTo>
- </prov:document>
- </pre>
- </div>
-
- <p>
- We can extend our graphical depiction to show the agents, association and attribution links.
- </p>
- <img src="images/agents.png" alt="Agents added to provenance graph and linked to entities and activities"/>
- </section>
-
- <section>
- <h3>Roles</h3>
-
- <p>
- For Betty to understand where the error lies, she needs to have more detailed
- information on how entities have been used in and generated
- by activities. Betty has determined that <code>ex:compose</code> used
- entities <code>ex:regionList</code> and <code>ex:dataSet1</code>, but she does not
- know what function these entities played in the processing. Betty
- also knows that <code>ex:derek</code> was associated with the activities, but she does
- not know if Derek was the analyst responsible for determining how the data
- should be composed.
- </p>
- <p>
- The above information is described as roles in the provenance. The composition
- activity involved entities in four roles: the data to be composed (<code>ex:dataToCompose</code>),
- the regions to aggregate by (<code>ex:regionsToAggregateBy</code>), the
- resulting composed data (<code>ex:composedData</code>), and the
- analyst doing the composition (<code>ex:analyst</code>).
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:dataToCompose a prov:Role .
- ex:regionsToAggregateBy a prov:Role .
- ex:composedData a prov:Role .
- ex:analyst a prov:Role .
- </pre>
- <p>
- Examples in the sections above show descriptions of the simple facts that the
- composition activity used, generated and was enacted by entities/agents.
- For example, the usage of the data set by the compose activity is expressed
- as follows.
- </p>
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose prov:used ex:dataSet1 .
- </pre>
- <p>
- The
- provenance can contain more details of exactly how these entities and agents
- were involved in the activity.
- To express this, PROV-O refers to <i>qualified usage</i>, <i>qualified generation</i>, etc.,
- which are descriptions consisting of several statements about how usage, generation, etc. took place.
- For example, we may describe the plan followed by an agent in performing an activity, or
- the time at which an activity generated an entity, both illustrated later.
- Another example of qualified involvement is the role an entity played in an activity.
- The descriptions below state
- that the composition activity (<code>ex:compose</code>) included the usage
- of the government data set (<code>ex:dataSet1</code>) in the role of the data
- to be composed (<code>ex:dataToCompose</code>).
- </p>
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose prov:qualifiedUsage [
- a prov:Usage ;
- prov:entity ex:dataSet1 ;
- prov:hadRole ex:dataToCompose
- ] .
- </pre>
- </div>
- <div class="provn example">
- <p>
- In PROV-N, the role is expressed as one of the list of attributes in the used
- expression, with the attribute name <code>prov:role</code>.
- </p>
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- used(ex:compose, ex:dataSet1, -, [prov:role='ex:dataToCompose'])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:used>
- <prov:activity prov:ref="ex:compose"/>
- <prov:entity prov:ref="ex:dataSet1"/>
- <prov:role>ex:dataToCompose</prov:role>
- </prov:used>
- </prov:document>
- </pre>
- </div>
- <p>
- This can then be distinguished from the same activity's usage of the list of
- regions because the roles played are different.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose prov:qualifiedUsage [
- a prov:Usage ;
- prov:entity ex:regionList ;
- prov:hadRole ex:regionsToAggregateBy
- ] .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- used(ex:compose, ex:regionList, -, [prov:role='ex:regionsToAggregateBy'])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:used>
- <prov:activity prov:ref="ex:compose"/>
- <prov:entity prov:ref="ex:regionList"/>
- <prov:role>ex:regionsToAggregateBy</prov:role>
- </prov:used>
- </prov:document>
- </pre>
- </div>
- <p>
- Similarly, the provenance includes descriptions that the same activity was
- enacted in a particular way by Derek, so it indicates that he had the role of
- <code>ex:analyst</code>, and that the entity <code>ex:composition</code> took the role of the composed
- data in what the activity generated:
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:compose prov:qualifiedAssociation [
- a prov:Association ;
- prov:agent ex:derek ;
- prov:hadRole ex:analyst
- ] .
- ex:composition prov:qualifiedGeneration [
- a prov:Generation ;
- prov:activity ex:compose ;
- prov:hadRole ex:composedData
- ] .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- wasAssociatedWith(ex:compose, ex:derek, -, [prov:role='ex:analyst'])
- wasGeneratedBy(ex:composition, ex:compose, -, [prov:role='ex:composedData'])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:wasAssociatedWith>
- <prov:activity prov:ref="ex:compose"/>
- <prov:agent prov:ref="ex:derek"/>
- <prov:role>ex:analyst</prov:role>
- </prov:wasAssociatedWith>
- <prov:wasGeneratedBy>
- <prov:entity prov:ref="ex:composition"/>
- <prov:activity prov:ref="ex:compose"/>
- <prov:role>ex:composedData</prov:role>
- </prov:wasGeneratedBy>
- </prov:document>
- </pre>
- </div>
- <p>
- Depicting the above visually, we have the following.
- </p>
- <img src="images/roles.png" alt="Provenance graph annotated with roles played by entities and agents"/>
- </section>
-
- <section>
- <h3>Derivation and Revision</h3>
-
- <p>
- After looking at the detail of the compilation activity, there appears
- to be nothing wrong, so Betty concludes the error is in the government dataset.
- She looks at the dataset <code>ex:dataSet1</code>,
- and sees that it is missing data from one of the zipcodes in the area. She contacts
- the government agency, and a new version of GovData is created, declared to be the
- next revision of the data. The provenance of this new dataset,
- <code>ex:dataSet2</code>, states that it is a revision of the
- old data set, <code>ex:dataSet1</code>.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:dataSet2 a prov:Entity ;
- prov:wasRevisionOf ex:dataSet1 .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- entity(ex:dataSet2)
- wasDerivedFrom(ex:dataSet2, ex:dataSet1, [prov:type='prov:Revision'])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <entity prov:id="dataSet2"/>
- <prov:wasDerivedFrom>
- <prov:generatedEntity prov:ref="ex:dataSet2"/>
- <prov:usedEntity prov:ref="ex:dataSet1"/>
- <prov:type>prov:Revision</prov:type>
- </prov:wasDerivedFrom>
- </prov:document>
- </pre>
- </div>
- <p>
- Derek notices that there is a new dataset available and creates a new chart based on the revised data,
- using another compilation activity. Betty checks the article again at a
- later point, and wants to know if it is based on the old or new GovData.
- She sees a new description stating that the new chart is derived from the new dataset
- (the same relation could be expressed between the old chart and old dataset).
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:chart2 a prov:Entity ;
- prov:wasDerivedFrom ex:dataSet2 .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- wasDerivedFrom(ex:chart2, ex:dataSet2)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:wasDerivedFrom>
- <prov:generatedEntity prov:ref="ex:chart2"/>
- <prov:usedEntity prov:ref="ex:dataSet2"/>
- </prov:wasDerivedFrom>
- </prov:document>
- </pre>
- </div>
- <p>and that the new chart is a revision of the original one:
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:chart2 a prov:Entity ;
- prov:wasRevisionOf ex:chart1 .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- entity(ex:chart2)
- wasDerivedFrom(ex:chart2, ex:chart1, [prov:type='prov:Revision'])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <entity prov:id="chart2"/>
- <prov:wasDerivedFrom>
- <prov:generatedEntity prov:ref="ex:chart2"/>
- <prov:usedEntity prov:ref="ex:chart1"/>
- <prov:type>prov:Revision</prov:type>
- </prov:wasDerivedFrom>
- </prov:document>
- </pre>
- </div>
- <p>
- Derivation and revision are connections between entities, and so depicted
- with arrows in our visualization.
- </p>
- <img src="images/derivation.png" alt="Derivation and revision links between entities"/>
- </section>
-
- <section>
- <h3>Plans</h3>
-
- <p>
- Betty then wishes to know whether the new data set correctly addresses
- the error that existed before. The provenance of the new dataset,
- <code>ex:dataSet2</code>, describes not only who performed the corrections,
- Edith, but also what instructions she followed in doing so (in PROV terms, the plan).
- First, the correction activity (<code>ex:correct</code>), the person who corrected
- it, Edith (<code>ex:edith</code>), and the correction instructions (<code>ex:instructions</code>)
- are described.
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:correct a prov:Activity .
- ex:edith a prov:Agent, prov:Person .
- ex:instructions a prov:Plan .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- activity(ex:correct)
- agent(ex:edith, [prov:type='prov:Person'])
- entity(ex:instructions)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:activity prov:id="ex:correct"/>
- <prov:agent prov:id="ex:edith">
- <prov:type>prov:Person</prov:type>
- </prov:agent>
- <prov:entity prov:id="ex:instructions">
- <prov:type>prov:Plan</prov:type>
- </prov:entity>
- </prov:document>
- </pre>
- </div>
- <div class="turtle example">
- <p>
- The connection between them is expressed in PROV-O using a qualified association giving details of
- how Edith was associated with the correction activity,
- including that she followed the above correction instructions.
- </p>
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:correct prov:qualifiedAssociation [
- a Association ;
- prov:agent ex:edith ;
- prov:hadPlan ex:instructions
- ] .
- ex:dataSet2 prov:wasGeneratedBy ex:correct .
- </pre>
- </div>
- <div class="provn example">
- <p>
- In PROV-N, the plan is an optional parameter to wasAssociatedWith descriptions.
- </p>
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- wasAssociatedWith(ex:correct, ex:edith, ex:instructions)
- wasGeneratedBy(ex:dataSet2, ex:correct, -)
- </pre>
- </div>
- <div class="provxml example">
- <p>
- In PROV-XML, the plan is an optional child of the wasAssociatedWith element.
- </p>
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:wasAssociatedWith>
- <prov:activity prov:ref="ex:correct"/>
- <prov:agent prov:ref="ex:edith"/>
- <prov:plan prov:ref="ex:instructions"/>
- </prov:wasAssociatedWith>
- <prov:wasGeneratedBy>
- <prov:entity prov:ref="ex:dataSet2"/>
- <prov:activity prov:ref="ex:correct"/>
- </prov:wasGeneratedBy>
- </prov:document>
- </pre>
- </div>
- <p>
- Plans are additional information about the connection from an activity to
- an agent, and so, in our visualization, connect to the link between them.
- </p>
- <img src="images/plans.png" alt="Annotaion of example provenance graph with plan followed"/>
- </section>
-
- <section>
- <h3>Time</h3>
-
- <p>
- The government agency that produced GovData is concerned to know how long
- the incorrect chart was in circulation before the corrected chart was created.
- That is, they wish to compare the times at which the original and the corrected
- charts were generated. The snippet below shows that the second chart
- was generated roughly a month after the first.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:chart1 prov:generatedAtTime "2012-03-02T10:30:00"^^xsd:dateTime .
- ex:chart2 prov:generatedAtTime "2012-04-01T15:21:00"^^xsd:dateTime .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- wasGeneratedBy(ex:chart1, ex:compile, 2012-03-02T10:30:00)
- wasGeneratedBy(ex:chart2, ex:compile2, 2012-04-01T15:21:00)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:wasGeneratedBy>
- <prov:entity prov:ref="ex:chart1"/>
- <prov:time>2012-03-02T10:30:00</prov:time>
- </prov:wasGeneratedBy>
- <prov:wasGeneratedBy>
- <prov:entity prov:ref="ex:chart2"/>
- <prov:time>2012-04-01T15:21:00</prov:time>
- </prov:wasGeneratedBy>
- </prov:document>
- </pre>
- </div>
-
- <p>
- To ensure their procedures are efficient, the agency also wish to know how long the
- corrections took once the error was discovered. That is, they wish to know the
- start and end times of the correction activity (<code>ex:correct</code>).
- These details are expressed as follows, showing that the corrections took a
- little over a day.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:correct prov:startedAtTime "2012-03-31T09:21:00"^^xsd:dateTime ;
- prov:endedAtTime "2012-04-01T15:21:00"^^xsd:dateTime .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- activity(ex:correct, 2012-03-31T09:21:00, 2012-04-01T15:21:00)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:activity prov:id="ex:correct">
- <prov:startTime>2012-03-31T09:21:00</prov:startTime>
- <prov:endTime>2012-04-01T15:21:00</prov:endTime>
- </prov:activity>
- </prov:document>
- </pre>
- </div>
- <p>
- Time is visualized as additional information regarding activities or the
- links between activities and entities or agents.
- </p>
- <img src="images/time.png" alt="Annotation of provenance graph with example timestamps"/>
- </section>
-
- <section>
- <h3>Alternate Entities and Specialization</h3>
-
- <p>
- Before noticing anything wrong with the government data, Betty had already
- posted a blog entry about the article. The blog entry had its own published
- provenance. In particular, it contains some text copied from the article, and the
- provenance states that this text (<code>ex:quoteInBlogEntry</code>) is quoted
- from the article.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:quoteInBlogEntry a prov:Entity ;
- prov:value "Smaller cities have more crime than larger ones" ;
- prov:wasQuotedFrom ex:article .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- entity(ex:quoteInBlogEntry, prov:value="Smaller cities have more crime than larger ones")
- wasDerivedFrom(ex:quoteInBlogEntry, ex:article, [prov:type='prov:Quotation'])
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:entity prov:id="ex:quoteInBlogEntry">
- <prov:value>Smaller cities have more crime than larger ones</prov:value>
- </prov:entity>
- <prov:wasDerivedFrom>
- <prov:generatedEntity prov:ref="ex:quoteInBlogEntry"/>
- <prov:usedEntity prov:ref="ex:article"/>
- <prov:type>prov:Quotation</prov:type>
- </prov:wasDerivedFrom>
- </prov:document>
- </pre>
- </div>
- <p>
- The newspaper, from past experience, anticipated that there could be revisions
- to the article, and so created identifiers for both the article in general
- (<code>ex:article</code>) as a URI that got redirected to the first version of the article (<code>ex:articleV1</code>),
- allowing both to be referred to as entities in provenance data.
- In the provenance records, the newspaper describes the connection between the two: that
- the first version of the article is a specialization of the article in general.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:articleV1 a prov:Entity ;
- prov:specializationOf ex:article .
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- entity(ex:articleV1)
- specializationOf(ex:articleV1, ex:article)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:entity prov:id="ex:articleV1"/>
- <prov:specializationOf>
- <prov:specificEntity prov:ref="ex:articleV1"/>
- <prov:generalEntity prov:ref="ex:article"/>
- </prov:specializationOf>
- </prov:document>
- </pre>
- </div>
- <p>
- Later, after the data set is corrected and the new chart generated, a new version
- of the article is created, <code>ex:articleV2</code>, with its own URI where the article
- is redirected to. To ensure that those
- consulting the provenance of <code>ex:articleV2</code> understand that it
- is connected with the provenance of <code>ex:article</code> and <code>ex:articleV1</code>,
- the newspaper describes how these entities are related.
- </p>
- <div class="turtle example">
- <div class="exampleheader">
- <span class="exampleheader"><b>Turtle Example</b>
- <a onclick="
- set_display_by_class('pre','turtle example','none');
- set_display_by_class('div','turtle example','none');
- set_display_by_id('hide-turtle-examples','none');
- set_display_by_id('show-turtle-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- ex:articleV2 prov:specializationOf ex:article .
- ex:articleV2 prov:alternateOf ex:articleV1
- </pre>
- </div>
- <div class="provn example">
- <div class="exampleheader">
- <span class="exampleheader"><b>PROV-N Example</b>
- <a onclick="
- set_display_by_class('pre','provn example','none');
- set_display_by_class('div','provn example','none');
- set_display_by_id('hide-provn-examples','none');
- set_display_by_id('show-provn-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- specializationOf(ex:articleV2, ex:article)
- alternateOf(ex:articleV2, ex:articleV1)
- </pre>
- </div>
- <div class="provxml example">
- <div class="exampleheader">
- <span class="exampleheader"><b>XML Example</b>
- <a onclick="
- set_display_by_class('pre','provxml example','none');
- set_display_by_class('div','provxml example','none');
- set_display_by_id('hide-provxml-examples','none');
- set_display_by_id('show-provxml-examples','');"><u><i>(hide all)</i></u></a>
- </span></div>
- <pre>
- <prov:document>
- ...
- <prov:specializationOf>
- <prov:specificEntity prov:ref="ex:articleV2"/>
- <prov:generalEntity prov:ref="ex:article"/>
- </prov:specializationOf>
- <prov:alternateOf>
- <prov:alternate1 prov:ref="ex:articleV1"/>
- <prov:alternate2 prov:ref="ex:articleV2"/>
- </prov:alternateOf>
- </prov:document>
- </pre>
- </div>
- <p>
- Note that above we could have also
- stated that <code>ex:articleV2</code> was a revision of <code>ex:articleV1</code>,
- as we did between <code>ex:chart2</code> and <code>ex:chart1</code>,
- which would describe more concretely how the alternate entities are related.
- Specialization and alternate relations connect entities, and so are visualized
- as links between them.
- </p>
- <img src="images/specialization.png" alt="Specialization and alternate links between entities"/>
- </section>
-
- <section>
- <h3>Complete PROV data</h3>
- <p>
- The full set of examples shown above are available in <a href="primer-turtle-examples.txt">PROV-O Turtle format</a>
- or <a href="primer-provn-examples.txt">PROV-N format</a> or <a href="primer-prov-xml-examples.xml">PROV-XML format</a>.
- We visualize the whole example below.
- </p>
- <img src="images/everything.png" alt="Provenance graph for whole example"/>
- </section>
- </section>
-
- <section class="appendix">
- <h2>Acknowledgements</h2>
- <p>
- The Provenance Working Group members.
- </p>
- </section>
-
- <section class="appendix">
- <h2>Changes Since Fourth Public Working Draft</h2>
- <ul>
- <li>Corrected XML example for activities</li>
- <li>Clarified usage of adoptedOnBehalfOf relation</li>
- <li>Clarified wasQuotedFrom example</li>
- <li>Adapted PROV-XML examples to clarify they are not RDF/XML</li>
- </ul>
- </section>
-
-</body></html>
+<!DOCTYPE html>
+<html>
+ <head>
+ <title>PROV Model Primer</title>
+ <meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+ <link rel="http://www.w3.org/ns/prov#has_provenance" href="http://www.w3.org/2011/prov/provenance/prov-primer"/>
+ <!--
+ === NOTA BENE ===
+ For the three scripts below, if your spec resides on dev.w3 you can check them
+ out in the same tree and use relative links so that they'll work offline,
+ -->
+ <!-- PM -->
+ <style type="text/css">
+ .note { font-size:small; margin-left:50px }
+ </style>
+
+ <script src="toggles.js" type="text/javascript"></script>
+ <script src="https://www.w3.org/Tools/respec/respec-w3c-common" class="remove" async></script>
+
+ <script src="../model/provbib.js" class="remove"></script>
+ <script class="remove">
+ var addExtraReferences = function() {
+ for (var k in extraReferences)
+ berjon.biblio[k] = extraReferences[k];
+ };
+ var extraReferences = {
+ "TURTLE":
+ "Eric Prud'hommeaux, Gavin Carothers " +
+ "<a href=\"http://www.w3.org/TR/2011/WD-turtle-20110809/\"><cite>Turtle: Terse RDF Triple Language</cite></a>. " +
+ "9 August 2011. W3C Working Draft. " +
+ "URL: <a href=\"http://www.w3.org/TR/2011/WD-turtle-20110809/\">http://www.w3.org/TR/2011/WD-turtle-20110809/</a>",
+ "PROVENANCE-XG":
+ "Yolanda Gil, James Cheney, Paul Groth, Olaf Hartig, Simon Miles, Luc Moreau, Paulo Pinheiro da Silva " +
+ "<a href=\"http://www.w3.org/2005/Incubator/prov/XGR-prov/\"><cite>Provenance XG Final Report</cite></a>. " +
+ "8 December 2010. " +
+ "URL: <a href=\"http://www.w3.org/2005/Incubator/prov/XGR-prov/\">http://www.w3.org/2005/Incubator/prov/XGR-prov/</a>"
+ };
+
+ var respecConfig = {
+ // specification status (e.g. WD, LCWD, NOTE, etc.). If in doubt use ED.
+ specStatus: "NOTE",
+ //specStatus: "ED",
+ // the specification's short name, as in http://www.w3.org/TR/short-name/
+ shortName: "prov-primer",
+ // if your specification has a subtitle that goes below the main
+ // formal title, define it here
+ subtitle: "",
+ // if you wish the publication date to be other than today, set this
+ publishDate: "2013-04-30",
+ // if the specification's copyright date is a range of years, specify
+ // the start date here:
+ // copyrightStart: "2005"
+
+ // if there is a previously published draft, uncomment this and set its YYYY-MM-DD date
+ // and its maturity status
+ previousPublishDate: "2013-03-12",
+ previousMaturity: "WD-NOTE",
+ // if there a publicly available Editor's Draft, this is the link
+ edDraftURI: "http://dvcs.w3.org/hg/prov/raw-file/default/primer/Primer.html",
+ // if this is a LCWD, uncomment and set the end of its review period
+ // lcEnd: "2009-08-05",
+
+ // if you want to have extra CSS, append them to this list
+ // it is recommended that the respec.css stylesheet be kept
+ extraCSS: ["http://dev.w3.org/2009/dap/ReSpec.js/css/respec.css"],
+ // editors, add as many as you like
+ // only "name" is required
+ editors: [
+ {name: "Yolanda Gil", url: "http://www.isi.edu/~gil/",
+ company: "Information Sciences Institute, University of Southern California, US"},
+ {name: "Simon Miles", url: "http://www.inf.kcl.ac.uk/staff/simonm",
+ company: "King's College London, UK"},
+ ],
+ // authors, add as many as you like.
+ // This is optional, uncomment if you have authors as well as editors.
+ // only "name" is required. Same format as editors.
+
+ authors: [
+ {name: "<a href=\"http://semanticweb.org/wiki/Khalid_Belhajjame\">Khalid Belhajjame</a>",
+ company: "University of Manchester"},
+ {name: "Helena Deus",
+ company: "Digital Enterprise Research Institute (DERI), NUI Galway"},
+ {name: "<a href=\"http://www.oeg-upm.net/index.php/en/phdstudents/28-dgarijo\">Daniel Garijo</a>",
+ company: "Ontology Engineering Group, Universidad Politécnica de Madrid, Spain"},
+ {name: "Graham Klyne",
+ company: "University of Oxford"},
+ {name: "<a href=\"http://www.cs.ncl.ac.uk/people/Paolo.Missier\">Paolo Missier</a>",
+ company: "Newcastle University"},
+ {name: "<a href=\"http://soiland-reyes.com/stian/\">Stian Soiland-Reyes</a>",
+ company: "University of Manchester"},
+ {name: "<a href=\"http://tw.rpi.edu/web/person/StephanZednik\">Stephan Zednik</a>",
+ company: "Rensselaer Polytechnic Institute"},
+ ],
+ // name of the WG
+ wg: "Provenance Working Group",
+ // URI of the public WG page
+ wgURI: "http://www.w3.org/2011/prov/",
+ // name (with the @w3c.org) of the public mailing to which comments are due
+ wgPublicList: "public-prov-comments",
+ // URI of the patent status for this WG, for Rec-track documents
+ // !!!! IMPORTANT !!!!
+ // This is important for Rec-track documents, do not copy a patent URI from a random
+ // document unless you know what you're doing. If in doubt ask your friendly neighbourhood
+ // Team Contact.
+ wgPatentURI: "http://www.w3.org/2004/01/pp-impl/46974/status",
+ // Add extraReferences to bibliography database
+ preProcess: [addProvReferences, addExtraReferences]
+ };
+ </script>
+ </head>
+ <body>
+ <section id="abstract">
+ <p>
+ This document provides an intuitive introduction and guide to the
+ PROV specification for provenance on the Web. PROV is a core data model for
+ provenance for building representations of the entities, people and
+ processes involved in producing a piece of data or thing in the world.
+ This primer explains the fundamental PROV concepts and provides examples
+ of its use. The primer is intended as a starting point for those wishing
+ to create or use PROV data.
+ </p>
+ <p>
+ The <a href="http://www.w3.org/TR/2012/WD-prov-overview-20121211/">PROV Document Overview</a> describes the overall state of PROV, and should be read before other PROV documents.
+ </p>
+
+ <!-- p>
+ This is a document for internal discussion, which will ultimately
+ evolve in the first Public Working Draft of the Primer.</p -->
+ </section>
+
+ <section id="sotd">
+ <h4>PROV Family of Documents</h4>
+ This document is part of the PROV family of documents, a set of documents defining various aspects that are necessary to achieve the vision of inter-operable
+ interchange of provenance information in heterogeneous environments such as the Web. These documents are listed below. Please consult the [[PROV-OVERVIEW]] for a guide to reading these documents.
+ <ul>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-overview-20130430/">PROV-OVERVIEW</a> (Note), an overview of the PROV family of documents [[PROV-OVERVIEW]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-primer-20130430/">PROV-PRIMER</a> (Note), a primer for the PROV data model (this document);</li>
+ <li> <a href="http://www.w3.org/TR/2013/REC-prov-o-20130430/">PROV-O</a> (Recommendation), the PROV ontology, an OWL2 ontology allowing the mapping of the PROV data model to RDF [[PROV-O]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/REC-prov-dm-20130430/">PROV-DM</a> (Recommendation), the PROV data model for provenance [[PROV-DM]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/REC-prov-n-20130430/">PROV-N</a> (Recommendation), a notation for provenance aimed at human consumption [[PROV-N]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/REC-prov-constraints-20130430/">PROV-CONSTRAINTS</a> (Recommendation), a set of constraints applying to the PROV data model [[PROV-CONSTRAINTS]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-xml-20130430/">PROV-XML</a> (Note), an XML schema for the PROV data model [[PROV-XML]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-aq-20130430/">PROV-AQ</a> (Note), mechanisms for accessing and querying provenance [[PROV-AQ]]; </li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-dictionary-20130430/">PROV-DICTIONARY</a> (Note) introduces a specific type of collection, consisting of key-entity pairs [[PROV-DICTIONARY]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-dc-20130430/">PROV-DC</a> (Note) provides a mapping between PROV-O and Dublic Core Terms [[PROV-DC]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-sem-20130430/">PROV-SEM</a> (Note), a declarative specification in terms of first-order logic of the PROV data model [[PROV-SEM]];</li>
+ <li> <a href="http://www.w3.org/TR/2013/NOTE-prov-links-20130430/">PROV-LINKS</a> (Note) introduces a mechanism to link across bundles [[PROV-LINKS]].</li>
+ </ul>
+
+ <h4>Implementations Encouraged</h4>
+ <p>
+ The Provenance Working Group encourages implementation of the material defined in this document.
+ Although work on this document by the Provenance Working Group is complete,
+ errors may be recorded in the <a href="http://www.w3.org/2011/prov/errata.html">errata</a> or and these may be addressed in future revisions.
+ </p>
+
+ <h4>Please Send Comments</h4>
+
+ </section>
+
+ <section>
+ <h2>Introduction</h2>
+ <p>
+ This primer document provides an accessible introduction to the PROV
+ specification for provenance on the Web.
+ The <i>provenance</i> of digital objects represents their origins. PROV is a
+ proposed specification to express provenance records,
+ which contain <i>descriptions</i> of the entities
+ and activities involved in producing and delivering or otherwise influencing a
+ given object.
+ For the remainder of this document, we use the term 'provenance' to refer also
+ to records of provenance, except where the distinction is important for clarity.
+ Provenance can be used for many purposes, such as
+ understanding how data was collected so it can be meaningfully used, determining
+ ownership and rights over an object, making judgments about information to
+ determine whether to trust it, verifying that the process and steps used to obtain a
+ result complies with given requirements, and reproducing how something was generated.
+ </p>
+
+ <p>
+ As a specification for provenance, PROV accommodates all those different uses
+ of provenance. Different people may have different perspectives on provenance,
+ and as a result different types of information might be captured in provenance records.
+ <ul>
+ <li>
+ One perspective might focus on <i>agent-centered provenance</i>, that is, what entities
+ were involved in generating or manipulating the information in question. For example,
+ in the provenance of a picture in a news article we might capture the photographer who
+ took it, the person that edited it, and the newspaper that published it.
+ </li>
+ <li>
+ A second perspective
+ might focus on <i>object-centered provenance</i>, by tracing the origins of portions of a
+ document to other documents. An example is having a web page that was assembled from content
+ from a news article, quotes of interviews with experts, and a chart that plots data from a
+ government agency.
+ </li>
+ <li>A third perspective one might take is on <i>process-centered provenance</i>,
+ capturing the actions and steps taken to generate the information in question. For example, a
+ chart may have been generated by invoking a service to retrieve data from a database, then
+ extracting certain statistics from the data using some statistics package, and finally
+ processing these results with a graphing tool.
+ </li>
+ </ul>
+ </p>
+
+ <p>
+ Provenance records are metadata. There are other kinds of metadata that are
+ not provenance. For example, the size of an image is metadata of
+ that image but it is not provenance.
+ For general background on provenance, a
+ comprehensive overview of requirements, use cases, prior research, and proposed
+ vocabularies for provenance are available from the
+ Final Report of the W3C Provenance Incubator Group [[PROVENANCE-XG]].
+ That document contains three general scenarios
+ that may help identify the provenance aspects of planned applications and
+ help plan the design of a provenance system.
+ </p>
+
+ <p>
+ This primer document aims to ease the adoption of the PROV specifications by providing:
+ </p>
+ <ul>
+ <li>A high-level explanation of how PROV models provenance, in Section 2. A detailed description of
+ all the concepts and relations in the PROV Data Model is provided in [[PROV-DM]].</li>
+ <li>A simple self-contained example that illustrates how to produce and use PROV assertions, in
+ Section 3.
+ The example includes snippets in RDF using the PROV ontology [[PROV-O]], in a
+ notation designed for human consumption [[PROV-N]], and in PROV's XML format [[PROV-XML]].
+ The example shows how
+ to combine PROV with other popular vocabularies such as FOAF and Dublin Core.</li>
+ </ul>
+
+ <p>There are additional reference documents for PROV that are not covered in this
+ primer, including the PROV Access and Query aspects of the specification [[PROV-AQ]],
+ the constraints on the PROV data model [[PROV-CONSTRAINTS]],
+ a formal semantics of the PROV data model [[PROV-SEM]]. </p>
+
+ </section>
+
+ <section>
+ <h2>Intuitive overview of PROV</h2>
+
+ <p>
+ This section provides an explanation of the main concepts in PROV.
+ As with the rest of this document, it should be treated as a starting point for
+ understanding the model. The PROV data model document [[PROV-DM]]
+ provides precise definitions and constraints [[PROV-CONSTRAINTS]] to be followed.
+ </p>
+ <p>
+ The following diagram provides a high level overview of the structure of PROV records,
+ limited to some key PROV concepts discussed in this document.
+ Note that because PROV is meant to describe how things were created or delivered,
+ PROV relations are named so they can be used in assertions about the past.
+ </p>
+
+ <div style="text-align: center;">
+ <img src="images/key-concepts.png" alt="PROV key concepts overview"/>
+ </div>
+
+ <section>
+ <h3>Entities</h3>
+
+ <p>
+ In PROV, physical, digital, conceptual, or other kinds of thing are called
+ <i>entities</i>.
+ Examples of such entities are a web page, a chart, and a spellchecker.
+ Provenance records can describe the provenance of entities, and
+ an entity’s provenance may refer to many other entities. For example, a document D is
+ an entity whose provenance refers to other entities such as a chart inserted into D,
+ and the dataset that was used to create that chart.
+ Entities may be described as having different attributes and
+ be described from different perspectives. For example,
+ document D as stored in my file system, the second version of document D,
+ and D as an evolving document,
+ are three distinct entities for which we may describe provenance.
+ </p>
+ </section>
+
+ <section>
+ <h3>Activities</h3>
+
+ <p>
+ <i>Activities</i> are how entities come into
+ existence and how their attributes change to become new entities,
+ often making use of previously existing entities to achieve this.
+ They are
+ dynamic aspects of the world, such as actions, processes, etc.
+ For example, if the second version of document D was generated
+ by a translation from the first version of the document in another language,
+ then this translation is an activity.
+ </p>
+ </section>
+
+ <section>
+ <h3>Usage and Generation</h3>
+ <p>
+ Activities <i>generate</i> new entities.
+ For example, writing a document brings the document into existence, while
+ revising the document brings a new version into existence.
+ Activities also make <i>use</i> of entities. For example, revising a document
+ to fix spelling mistakes uses the original version of the document as well
+ as a list of corrections.
+ Generation does not always occur at the end of an activity, and an activity may generate entities
+ part-way through.
+ Likewise, usage does not always occur at the beginning of an activity.
+ </p>
+ </section>
+
+ <section>
+ <h3>Agents and Responsibility</h3>
+ <p>
+ An <i>agent</i> takes a role in an activity such
+ that the agent can be assigned some degree of <i>responsibility</i> for the activity taking
+ place.
+ An agent can be a person, a piece of software, an inanimate object, an organization, or
+ other entities that may be ascribed responsibility.
+ When an agent has some responsibility for an activity, PROV says the agent was
+ <i>associated</i> with the activity, where several agents may be associated with
+ an activity and vice-versa.
+ Consider a chart displaying some statistics
+ regarding crime rates over time in a linear regression. To represent the
+ provenance of that chart, we could state that the person who created the
+ chart was an agent involved in its creation, and that the software used to
+ create the chart was also an agent involved in that activity.
+ An agent may be <i>acting on behalf</i> of others, e.g. an employee on behalf of their
+ organization, and we can express such chains of responsibility in the provenance.
+ </p>
+ <p>
+ We can also describe that an entity is <i>attributed</i> to an agent to express
+ the agent's responsibility for that entity, possibly along with other agents.
+ This description can be understood as a shorthand
+ for saying that the agent was responsible for the activity which generated
+ the entity.
+ </p>
+ <p>
+ One may want to describe the provenance of an agent. For example, an organization
+ responsible for the creation of a report may evolve over time as the report is written as
+ some members leave and others join. To make provenance assertions about an agent in PROV,
+ the agent must be declared explicitly both as an agent and as an entity.
+ </p>
+
+ </section>
+
+ <section>
+ <h3>Roles</h3>
+ <p>
+ A <i>role</i> is a description of the function or the part that an entity
+ played in an activity. Roles specify
+ the relationship between an entity and an activity, i.e. how
+ the activity used or generated the entity. Roles also specify how agents are
+ involved in an activity, qualifying their participation in the activity or
+ specifying for what aspect of it each agent was responsible.
+ For example, an agent may play the role of "editor" in an activity that uses
+ one entity in the role of "document to be edited" and another in the role of
+ "addition to be made to the document", to generate a further entity in the role of "edited document".
+ Roles are application specific, so PROV does not define any particular roles.
+ </p>
+ </section>
+
+ <section>
+ <h3>Derivation and Revision</h3>
+ <p>
+ When one entity's existence, content, characteristics and so on are
+ at least partly due to another entity, then we say that the former was
+ <i>derived</i> from the latter. For example, one document may contain
+ material copied from another,
+ and a chart was derived from the data that it illustrates.
+ </p>
+ <p>
+ PROV allows some common, specialized kinds of derivation to be described.
+ For example, a given entity, such as a document, may go through multiple <i>revisions</i>
+ over time. Between revisions,
+ one or more attributes of the entity may change.
+ In PROV, the result of each revision is a new entity.
+ PROV allows one to relate those entities by making a description that
+ one was a revision of another.
+ Another kind of derivation is to say that one entity, a quotation, <i>was quoted from</i>
+ another entity, commonly a document.
+ </p>
+ </section>
+
+ <section>
+ <h3>Plans</h3>
+ <p>
+ Activities may follow pre-defined procedures, such as recipes, tutorials, instructions, or workflows.
+ PROV refers to these, in general, as <i>plans</i>, and allows the description that a plan was followed, by agents,
+ in executing an activity.
+ </p>
+ </section>
+
+ <section>
+ <h3>Time</h3>
+ <p>
+ Time is often a critical aspect of provenance.
+ PROV allows the timing of significant events to be described, including
+ when an entity was generated or used, or when an activity started
+ and finished. For example, the model can be used to describe facts such as when a new
+ version of a document was created (generation time), or when a document was
+ edited (start and end of the editing activity).
+ </p>
+ </section>
+
+ <section>
+ <h3>Alternate Entities and Specialization</h3>
+ <p>
+ There is often more than one way to describe something in a record of
+ provenance. Each perspective will be referred to by a separately identified
+ entity, and PROV provides a mechanism for linking the different descriptions of
+ the same thing together through the mechanism of <i>specialization</i>. One
+ entity is a specialization of another entity if it shares the same fixed attributes,
+ with the possible addition of further fixed attributes. This concept is best
+ illustrated through a few use cases, as below.
+ </p>
+ <p>
+ Entities can be mutable things. For example, a webpage is a single
+ entity, W, despite being edited over time. Each version of the webpage is
+ also an entity, W1, W2... To connect an individual version to the webpage
+ in general, we say that the former is a specialization of the latter: W1 is a
+ specialization of W, W2 is a specialization of W, and so on.
+ </p>
+ <p>
+ Two individuals may create provenance referring to the same thing from different
+ perspectives. For example, the author of an article may attribute that article
+ to themselves using PROV while, independently, a reader might quote a fact from that
+ article elsewhere and document this in PROV. If the author later changes the fact,
+ then from the reader's perspective there are now two versions of the article, and
+ they had quoted from the version before the change. From the author's perspective,
+ there is a single article, attributed to the author. If either of them, or a
+ third party, were to connect the two PROV records, they would say that the
+ article as referred to by the reader is a specialization of the same article
+ as referred to by the author.
+ </p>
+ <p>
+ The above illustrates where we may want to connect entities by
+ saying that they refer to the same thing, but at different levels of specialization.
+ PROV also allows us to more generally draw a connection between two descriptions
+ of the same thing, even if not at different levels of specialization, describing the
+ entities as <i>alternates</i> of each other. For example,
+ two versions of the webpage above, W1 and W2, are alternates of each other because
+ they describe the same webpage.
+ </p>
+ <p>
+ As another example, if a file is copied from one directory to another to create a backup,
+ we may say that the copies are alternate versions of the same, location-independent, file.
+ Specifically, we may say that the file in the first directory, entity F1, is an alternate of the
+ file in the second directory, entity F2. Note that it is
+ the context (location) rather than content of the file that differs between the entities
+ in this case.
+ </p>
+ </section>
+
+ </section>
+
+ <section>
+ <h2>Examples of Key Concepts in PROV</h2>
+
+ <p>
+ In the following sections, we show how PROV can be used to model
+ provenance in a specific example scenario. Samples of PROV data are given.
+ These samples use the namespace prefixes <b>prov</b>, denoting
+ terms from the PROV ontology, and prefixes <b>exc</b>, <b>exn</b>, <b>exb</b>, <b>exg</b>,
+ denoting terms specific to the example.
+ We illustrate in these examples how PROV can be used in combination with other
+ languages, such as FOAF and Dublin Core (with namespace prefix <b>foaf</b> and
+ <b>dcterms</b> respectively).
+ </p>
+ <p>
+ The samples can be displayed in one or more of the following formats.
+ </p>
+ <ul>
+ <li>[[PROV-O]] RDF triples, expressed using the [[TURTLE]] notation.</li>
+ <li>[[PROV-N]] expressions.</li>
+ <li>[[PROV-XML]] fragments.</li>
+ </ul>
+ <p>
+ Select the formats to display using the buttons below. Note that if all formats
+ are hidden, the worked examples may not make sense!
+ </p>
+ <form action="#"><p>
+ <input id="hide-turtle-examples" type="button" value="Hide Turtle Examples"
+ onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');" />
+ <input id="show-turtle-examples" type="button" value="Show Turtle Examples"
+ style="display:none"
+ onclick="
+ set_display_by_class('pre', 'turtle example', '');
+ set_display_by_class('div', 'turtle example', '');
+ set_display_by_id('hide-turtle-examples', '');
+ set_display_by_id('show-turtle-examples', 'none');" />
+ <input id="hide-provn-examples" type="button" value="Hide PROV-N Examples"
+ onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');" />
+ <input id="show-provn-examples" type="button" value="Show PROV-N Examples"
+ style="display:none"
+ onclick="
+ set_display_by_class('pre', 'provn example', '');
+ set_display_by_class('div', 'provn example', '');
+ set_display_by_id('hide-provn-examples', '');
+ set_display_by_id('show-provn-examples', 'none');" />
+ <input id="hide-provxml-examples" type="button" value="Hide XML Examples"
+ onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');" />
+ <input id="show-provxml-examples" type="button" value="Show XML Examples"
+ style="display:none"
+ onclick="
+ set_display_by_class('pre', 'provxml example', '');
+ set_display_by_class('div', 'provxml example', '');
+ set_display_by_id('hide-provxml-examples', '');
+ set_display_by_id('show-provxml-examples', 'none');" />
+ </p>
+ </form>
+
+
+ <section>
+ <h3>Entities</h3>
+
+ <p>
+ An online newspaper publishes an article with a chart about crime statistics making using of data (GovData) provided through a government portal.
+ The article includes a chart based on the data, with data values composed (aggregated) by
+ geographical regions.
+ </p>
+ <p>
+ A blogger, Betty, looking at the article, spots what she thinks to be an error in the chart.
+ Betty retrieves a record of the provenance of the article, describing how it was created.
+ </p>
+ <p>Betty finds the following descriptions of entities in the provenance.</p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exn:article a prov:Entity ;
+ dcterms:title "Crime rises in cities" .
+ exg:dataset1 a prov:Entity .
+ exc:regionList a prov:Entity .
+ exc:composition1 a prov:Entity .
+ exc:chart1 a prov:Entity .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ entity(exn:article, [dcterms:title="Crime rises in cities"])
+ entity(exg:dataset1)
+ entity(exc:regionList)
+ entity(exc:composition1)
+ entity(exc:chart1)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:entity prov:id="exn:article">
+ <dct:title>Crime rises in cities</dct:title>
+ </prov:entity>
+ <prov:entity prov:id="exg:dataset1"/>
+ <prov:entity prov:id="exc:regionList1"/>
+ <prov:entity prov:id="exc:composition1"/>
+ <prov:entity prov:id="exc:chart1"/>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ These statements, in order, refer to the article
+ (<code>exn:article</code>),
+ an original data set (<code>exg:dataset1</code>),
+ a list of regions (<code>exc:regionList</code>),
+ data aggregated by region (<code>exc:composition1</code>),
+ and a chart (<code>exc:chart1</code>), and state that each is an entity.
+ Any entity may have attributes, such as the title
+ of the article, expressed using <code>dcterms:title</code> above.
+ </p>
+ <p>
+ Notice the different namespace prefixes used: for the article it corresponds to the
+ newspaper that published it (<code>exn</code>), and
+ for the dataset it is the government namespace (<code>exg</code>).
+ The <code>dcterms:title</code> namespace is taken from the Dublin Core
+ vocabulary.
+ </p>
+ <p>
+ PROV data is commonly visualized for human consumption using particular conventions,
+ which we will introduce over the following sections. To start with, entities
+ are denoted using ovals, as shown below.
+ </p>
+ <img src="images/entities.png" alt="Visualization of the example entities"/>
+ </section>
+
+ <section>
+ <h3>Activities</h3>
+
+ <p>
+ Further, the provenance describes that there was
+ an activity (<code>exc:compile1</code>) denoting the compilation of the
+ chart from the data set.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compile1 a prov:Activity .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ activity(exc:compile1)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:activity prov:id="exc:compile1"/>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ The provenance also includes reference to the more specific steps involved in this compilation,
+ which are first composing the data by region (<code>exc:compose1</code>) and then generating the
+ chart graphic (<code>exc:illustrate1</code>).
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 a prov:Activity .
+ exc:illustrate1 a prov:Activity .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ activity(exc:compose1)
+ activity(exc:illustrate1)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:activity prov:id="exc:compose1"/>
+ <prov:activity prov:id="exc:illustrate1"/>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ In visualizations of the PROV data, activities are depicted as rectangles, as below.
+ </p>
+ <img src="images/activities.png" alt="Visualization of the example activities"/>
+ </section>
+
+ <section>
+ <h3>Usage and Generation</h3>
+
+ <p>
+ Concluding the basic description of what occurred, the provenance
+ describes the key relations among the above
+ entities and activities, i.e. the usage of an entity by an activity,
+ or the generation of an entity by an activity.
+ </p>
+ <p>
+ For example, the descriptions below state that the composition activity
+ (<code>exc:compose1</code>) used the original data set, that it used the list of
+ regions, and that the composed data was generated by this activity.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 prov:used exg:dataset1 ;
+ prov:used exc:regionList1 .
+ exc:composition1 prov:wasGeneratedBy exc:compose1 .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ used(exc:compose1, exg:dataset1, -)
+ used(exc:compose1, exc:regionList1, -)
+ wasGeneratedBy(exc:composition1, exc:compose1, -)
+ </pre>
+ <p>Note that the - argument in the examples above denote unspecified optional
+ information. See the [[PROV-N]] specification for the details of what arguments
+ may be expressed in each PROV-N statement.
+ </p>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:used>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:entity prov:ref="exg:dataset1"/>
+ </prov:used>
+ <prov:used>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:entity prov:ref="exc:regionList1"/>
+ </prov:used>
+ <prov:wasGeneratedBy>
+ <prov:entity prov:ref="exc:composition1"/>
+ <prov:activity prov:ref="exc:compose1"/>
+ </prov:wasGeneratedBy>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Similarly, the chart graphic creation activity (<code>exc:illustrate1</code>)
+ used the composed data, and the chart was generated by this activity.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:illustrate1 prov:used exc:composition1 .
+ exc:chart1 prov:wasGeneratedBy exc:illustrate1 .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ used(exc:illustrate1, exc:composition1, -)
+ wasGeneratedBy(exc:chart1, exc:illustrate1, -)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:used>
+ <prov:activity prov:ref="exc:illustrate1"/>
+ <prov:entity prov:ref="exc:composition1"/>
+ </prov:used>
+ <prov:wasGeneratedBy>
+ <prov:entity prov:ref="exc:chart1"/>
+ <prov:activity prov:ref="exc:illustrate1"/>
+ </prov:wasGeneratedBy>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ In visualizing the PROV data, usage and generation are connections between
+ entities and activities. The arrows point from the future to the past.
+ </p>
+ <img src="images/use-generate.png" alt="Connection of the entities and activities by use and generation links"/>
+ </section>
+
+ <section>
+ <h3>Agents and Responsibility</h3>
+
+ <p>
+ Digging deeper, Betty wants to know who compiled the chart.
+ Betty sees that Derek was involved in both the composition and
+ chart creation activities:
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 prov:wasAssociatedWith exc:derek .
+ exc:illustrate1 prov:wasAssociatedWith exc:derek .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ wasAssociatedWith(exc:compose1, exc:derek, -)
+ wasAssociatedWith(exc:illustrate1, exc:derek, -)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:wasAssociatedWith>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:agent prov:ref="exc:derek"/>
+ </prov:wasAssociatedWith>
+ <prov:wasAssociatedWith>
+ <prov:activity prov:ref="exc:illustrate1"/>
+ <prov:agent prov:ref="exc:derek"/>
+ </prov:wasAssociatedWith>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ The record for Derek provides the
+ following description that
+ Derek is an agent, specifically a person, followed by non-PROV information
+ giving attributes of Derek.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:derek a prov:Agent ;
+ a prov:Person ;
+ foaf:givenName "Derek"^^xsd:string ;
+ foaf:mbox <mailto:derek@example.org> .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ agent(exc:derek,
+ [prov:type='prov:Person', foaf:givenName="Derek",
+ foaf:mbox="<mailto:derek@example.org>"])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:agent prov:id="exc:derek">
+ <prov:type>prov:Person</prov:type>
+ <foaf:givenName>Derek</foaf:givenName>
+ <foaf:mbox>mailto:derek@example.org</foaf:mbox>
+ </prov:agent>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Derek works as part of an organization, Chart Generators Inc, and so the provenance
+ declares that he acts on their behalf. Note that the organization is itself
+ an agent. The namespace prefix used by the organization is <code>exc</code>.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:derek prov:actedOnBehalfOf exc:chartgen .
+ exc:chartgen a prov:Agent ;
+ a prov:Organization ;
+ foaf:name "Chart Generators Inc" .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ agent(exc:chartgen,
+ [prov:type='prov:Organization',
+ foaf:name="Chart Generators Inc"])
+ actedOnBehalfOf(exc:derek, exc:chartgen)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:agent prov:id="exc:chartgen">
+ <prov:type>prov:Organization</prov:type>
+ <foaf:name>Chart Generators Inc</foaf:name>
+ </prov:agent>
+ <prov:actedOnBehalfOf>
+ <prov:delegate prov:ref="exc:derek"/>
+ <prov:responsible prov:ref="exc:chartgen"/>
+ </prov:actedOnBehalfOf>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ It would also be possible to express the more specific statement that Derek
+ worked on the organization's behalf for a particular activity, rather than
+ in general, and so may have acted on behalf of other organizations for other
+ activities. See the PROV specifications for details on how to express
+ activity-specific delegation.
+ </p>
+ <p>
+ Finally, there is an explicit statement in the provenance that the chart was
+ attributed to Derek.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:chart1 prov:wasAttributedTo exc:derek .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ wasAttributedTo(exc:chart1, exc:derek)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:wasAttributedTo>
+ <prov:entity prov:ref="exc:chart1"/>
+ <prov:agent prov:ref="exc:derek"/>
+ </prov:wasAttributedTo>
+ </prov:document>
+ </pre>
+ </div>
+
+ <p>
+ We can extend our graphical depiction to show the agents, association and attribution links.
+ </p>
+ <img src="images/agents.png" alt="Agents added to provenance graph and linked to entities and activities"/>
+ </section>
+
+ <section>
+ <h3>Roles</h3>
+
+ <p>
+ For Betty to understand where the error lies, she needs to have more detailed
+ information on how entities have been used in and generated
+ by activities. Betty has determined that <code>exc:compose1</code> used
+ entities <code>exc:regionList1</code> and <code>exg:dataset1</code>, but she does not
+ know what function these entities played in the processing. Betty
+ also knows that <code>exc:derek</code> was associated with the activities, but she does
+ not know if Derek was the analyst responsible for determining how the data
+ should be composed.
+ </p>
+ <p>
+ The above information is described as roles in the provenance. The composition
+ activity involved entities in four roles: the data to be composed (<code>exc:dataToCompose</code>),
+ the regions to aggregate by (<code>exc:regionsToAggregateBy</code>), the
+ resulting composed data (<code>exc:composedData</code>), and the
+ analyst doing the composition (<code>exc:analyst</code>).
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:dataToCompose a prov:Role .
+ exc:regionsToAggregateBy a prov:Role .
+ exc:composedData a prov:Role .
+ exc:analyst a prov:Role .
+ </pre>
+ <p>
+ Examples in the sections above show descriptions of the simple facts that the
+ composition activity used, generated and was enacted by entities/agents.
+ For example, the usage of the data set by the compose activity is expressed
+ as follows.
+ </p>
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 prov:used exg:dataset1 .
+ </pre>
+ <p>
+ The
+ provenance can contain more details of exactly how these entities and agents
+ were involved in the activity.
+ To express this, PROV-O refers to <i>qualified usage</i>, <i>qualified generation</i>, etc.,
+ which are descriptions consisting of several statements about how usage, generation, etc. took place.
+ For example, we may describe the plan followed by an agent in performing an activity, or
+ the time at which an activity generated an entity, both illustrated later.
+ Another example of qualified involvement is the role an entity played in an activity.
+ The descriptions below state
+ that the composition activity (<code>exc:compose1</code>) included the usage
+ of the government data set (<code>exg:dataset1</code>) in the role of the data
+ to be composed (<code>exc:dataToCompose</code>).
+ </p>
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 prov:qualifiedUsage [
+ a prov:Usage ;
+ prov:entity exg:dataset1 ;
+ prov:hadRole exc:dataToCompose
+ ] .
+ </pre>
+ </div>
+ <div class="provn example">
+ <p>
+ In PROV-N, the role is expressed as one of the list of attributes in the used
+ expression, with the attribute name <code>prov:role</code>.
+ </p>
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ used(exc:compose1, exg:dataset1, -, [prov:role='exc:dataToCompose'])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:used>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:entity prov:ref="exg:dataset1"/>
+ <prov:role>exc:dataToCompose</prov:role>
+ </prov:used>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ This can then be distinguished from the same activity's usage of the list of
+ regions because the roles played are different.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 prov:qualifiedUsage [
+ a prov:Usage ;
+ prov:entity exc:regionList1 ;
+ prov:hadRole exc:regionsToAggregateBy
+ ] .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ used(exc:compose1, exc:regionList1, -, [prov:role='exc:regionsToAggregateBy'])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:used>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:entity prov:ref="exc:regionList1"/>
+ <prov:role>exc:regionsToAggregateBy</prov:role>
+ </prov:used>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Similarly, the provenance includes descriptions that the same activity was
+ enacted in a particular way by Derek, so it indicates that he had the role of
+ <code>exc:analyst</code>, and that the entity <code>exc:composition1</code> took the role of the composed
+ data in what the activity generated:
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:compose1 prov:qualifiedAssociation [
+ a prov:Association ;
+ prov:agent exc:derek ;
+ prov:hadRole exc:analyst
+ ] .
+ exc:composition1 prov:qualifiedGeneration [
+ a prov:Generation ;
+ prov:activity exc:compose1 ;
+ prov:hadRole exc:composedData
+ ] .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ wasAssociatedWith(exc:compose1, exc:derek, -, [prov:role='exc:analyst'])
+ wasGeneratedBy(exc:composition1, exc:compose1, -, [prov:role='exc:composedData'])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:wasAssociatedWith>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:agent prov:ref="exc:derek"/>
+ <prov:role>exc:analyst</prov:role>
+ </prov:wasAssociatedWith>
+ <prov:wasGeneratedBy>
+ <prov:entity prov:ref="exc:composition1"/>
+ <prov:activity prov:ref="exc:compose1"/>
+ <prov:role>exc:composedData</prov:role>
+ </prov:wasGeneratedBy>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Depicting the above visually, we have the following.
+ </p>
+ <img src="images/roles.png" alt="Provenance graph annotated with roles played by entities and agents"/>
+ </section>
+
+ <section>
+ <h3>Derivation and Revision</h3>
+
+ <p>
+ After looking at the detail of the compilation activity, there appears
+ to be nothing wrong, so Betty concludes the error is in the government dataset.
+ She looks at the dataset <code>exg:dataset1</code>,
+ and sees that it is missing data from one of the zipcodes in the area. She contacts
+ the government agency, and a new version of GovData is created, declared to be the
+ next revision of the data. The provenance of this new dataset,
+ <code>exg:dataset2</code>, states that it is a revision of the
+ old data set, <code>exg:dataset1</code>.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exg:dataset2 a prov:Entity ;
+ prov:wasRevisionOf exg:dataset1 .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ entity(exg:dataset2)
+ wasDerivedFrom(exg:dataset2, exg:dataset1, [prov:type='prov:Revision'])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <entity prov:id="dataSet2"/>
+ <prov:wasDerivedFrom>
+ <prov:generatedEntity prov:ref="exg:dataset2"/>
+ <prov:usedEntity prov:ref="exg:dataset1"/>
+ <prov:type>prov:Revision</prov:type>
+ </prov:wasDerivedFrom>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Derek notices that there is a new dataset available and creates a new chart based on the revised data,
+ using another compilation activity. Betty checks the article again at a
+ later point, and wants to know if it is based on the old or new GovData.
+ She sees a new description stating that the new chart is derived from the new dataset
+ (the same relation could be expressed between the old chart and old dataset).
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:chart2 a prov:Entity ;
+ prov:wasDerivedFrom exg:dataset2 .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ wasDerivedFrom(exc:chart2, exg:dataset2)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:wasDerivedFrom>
+ <prov:generatedEntity prov:ref="exc:chart2"/>
+ <prov:usedEntity prov:ref="exg:dataset2"/>
+ </prov:wasDerivedFrom>
+ </prov:document>
+ </pre>
+ </div>
+ <p>and that the new chart is a revision of the original one:
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:chart2 a prov:Entity ;
+ prov:wasRevisionOf exc:chart1 .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ entity(exc:chart2)
+ wasDerivedFrom(exc:chart2, exc:chart1, [prov:type='prov:Revision'])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <entity prov:id="chart2"/>
+ <prov:wasDerivedFrom>
+ <prov:generatedEntity prov:ref="exc:chart2"/>
+ <prov:usedEntity prov:ref="exc:chart1"/>
+ <prov:type>prov:Revision</prov:type>
+ </prov:wasDerivedFrom>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Derivation and revision are connections between entities, and so depicted
+ with arrows in our visualization.
+ </p>
+ <img src="images/derivation.png" alt="Derivation and revision links between entities"/>
+ </section>
+
+ <section>
+ <h3>Plans</h3>
+
+ <p>
+ Betty then wishes to know whether the new data set correctly addresses
+ the error that existed before. The provenance of the new dataset,
+ <code>exg:dataset2</code>, describes not only who performed the corrections,
+ Edith, but also what instructions she followed in doing so (in PROV terms, the plan).
+ First, the correction activity (<code>exg:correct1</code>), the person who corrected
+ it, Edith (<code>exg:edith</code>), and the correction instructions (<code>exg:instructions</code>)
+ are described.
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exg:correct1 a prov:Activity .
+ exg:edith a prov:Agent, prov:Person .
+ exg:instructions a prov:Plan .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ activity(exg:correct1)
+ agent(exg:edith, [prov:type='prov:Person'])
+ entity(exg:instructions)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:activity prov:id="exg:correct1"/>
+ <prov:agent prov:id="exg:edith">
+ <prov:type>prov:Person</prov:type>
+ </prov:agent>
+ <prov:entity prov:id="exg:instructions">
+ <prov:type>prov:Plan</prov:type>
+ </prov:entity>
+ </prov:document>
+ </pre>
+ </div>
+ <div class="turtle example">
+ <p>
+ The connection between them is expressed in PROV-O using a qualified association giving details of
+ how Edith was associated with the correction activity,
+ including that she followed the above correction instructions.
+ </p>
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exg:correct1 prov:qualifiedAssociation [
+ a Association ;
+ prov:agent exg:edith ;
+ prov:hadPlan exg:instructions
+ ] .
+ exg:dataset2 prov:wasGeneratedBy exg:correct1 .
+ </pre>
+ </div>
+ <div class="provn example">
+ <p>
+ In PROV-N, the plan is an optional parameter to wasAssociatedWith descriptions.
+ </p>
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ wasAssociatedWith(exg:correct1, exg:edith, exg:instructions)
+ wasGeneratedBy(exg:dataset2, exg:correct1, -)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <p>
+ In PROV-XML, the plan is an optional child of the wasAssociatedWith element.
+ </p>
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:wasAssociatedWith>
+ <prov:activity prov:ref="exg:correct1"/>
+ <prov:agent prov:ref="exg:edith"/>
+ <prov:plan prov:ref="exg:instructions"/>
+ </prov:wasAssociatedWith>
+ <prov:wasGeneratedBy>
+ <prov:entity prov:ref="exg:dataset2"/>
+ <prov:activity prov:ref="exg:correct1"/>
+ </prov:wasGeneratedBy>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Plans are additional information about the connection from an activity to
+ an agent, and so, in our visualization, connect to the link between them.
+ </p>
+ <img src="images/plans.png" alt="Annotaion of example provenance graph with plan followed"/>
+ </section>
+
+ <section>
+ <h3>Time</h3>
+
+ <p>
+ The government agency that produced GovData is concerned to know how long
+ the incorrect chart was in circulation before the corrected chart was created.
+ That is, they wish to compare the times at which the original and the corrected
+ charts were generated. The snippet below shows that the second chart
+ was generated roughly a month after the first.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exc:chart1 prov:generatedAtTime "2012-03-02T10:30:00"^^xsd:dateTime .
+ exc:chart2 prov:generatedAtTime "2012-04-01T15:21:00"^^xsd:dateTime .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ wasGeneratedBy(exc:chart1, exc:compile1, 2012-03-02T10:30:00)
+ wasGeneratedBy(exc:chart2, exc:compile2, 2012-04-01T15:21:00)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:wasGeneratedBy>
+ <prov:entity prov:ref="exc:chart1"/>
+ <prov:time>2012-03-02T10:30:00</prov:time>
+ </prov:wasGeneratedBy>
+ <prov:wasGeneratedBy>
+ <prov:entity prov:ref="exc:chart2"/>
+ <prov:time>2012-04-01T15:21:00</prov:time>
+ </prov:wasGeneratedBy>
+ </prov:document>
+ </pre>
+ </div>
+
+ <p>
+ To ensure their procedures are efficient, the agency also wishes to know how long the
+ corrections took once the error was discovered. That is, they wish to know the
+ start and end times of the correction activity (<code>exg:correct1</code>).
+ These details are expressed as follows, showing that the corrections took a
+ little over a day.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exg:correct1 prov:startedAtTime "2012-03-31T09:21:00"^^xsd:dateTime ;
+ prov:endedAtTime "2012-04-01T15:21:00"^^xsd:dateTime .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ activity(exg:correct1, 2012-03-31T09:21:00, 2012-04-01T15:21:00)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:activity prov:id="exg:correct1">
+ <prov:startTime>2012-03-31T09:21:00</prov:startTime>
+ <prov:endTime>2012-04-01T15:21:00</prov:endTime>
+ </prov:activity>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Time is visualized as additional information regarding activities or the
+ links between activities and entities or agents.
+ </p>
+ <img src="images/time.png" alt="Annotation of provenance graph with example timestamps"/>
+ </section>
+
+ <section>
+ <h3>Alternate Entities and Specialization</h3>
+
+ <p>
+ Before noticing anything wrong with the government data, Betty had already
+ posted a blog entry about the article. The blog entry had its own published
+ provenance. In particular, it contains some text copied from the article, and the
+ provenance states that this text (<code>exb:quoteInBlogEntry-20130326</code>) is quoted
+ from the article. Note the namespace prefix (<code>exb</code>) used for the blog.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exb:quoteInBlogEntry-20130326 a prov:Entity ;
+ prov:value "Smaller cities have more crime than larger ones" ;
+ prov:wasQuotedFrom exn:article .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ entity(exb:quoteInBlogEntry-20130326, prov:value="Smaller cities have more crime than larger ones")
+ wasDerivedFrom(exb:quoteInBlogEntry-20130326, exn:article, [prov:type='prov:Quotation'])
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:entity prov:id="exb:BlogEntry-20130326">
+ <prov:value>Smaller cities have more crime than larger ones</prov:value>
+ </prov:entity>
+ <prov:wasDerivedFrom>
+ <prov:generatedEntity prov:ref="exb:quoteInBlogEntry-20130326"/>
+ <prov:usedEntity prov:ref="exn:article"/>
+ <prov:type>prov:Quotation</prov:type>
+ </prov:wasDerivedFrom>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ The newspaper, from past experience, anticipated that there could be revisions
+ to the article, and so created identifiers for both the article in general
+ (<code>exn:article</code>) as a URI that got redirected to the first version of the article (<code>exn:articleV1</code>),
+ allowing both to be referred to as entities in provenance data.
+ In the provenance records, the newspaper describes the connection between the two: that
+ the first version of the article is a specialization of the article in general.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exn:articleV1 a prov:Entity ;
+ prov:specializationOf exn:article .
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ entity(exn:articleV1)
+ specializationOf(exn:articleV1, exn:article)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:entity prov:id="exn:articleV1"/>
+ <prov:specializationOf>
+ <prov:specificEntity prov:ref="exn:articleV1"/>
+ <prov:generalEntity prov:ref="exn:article"/>
+ </prov:specializationOf>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Later, after the data set is corrected and the new chart generated, a new version
+ of the article is created, <code>exn:articleV2</code>, with its own URI where the article
+ is redirected to. To ensure that those
+ consulting the provenance of <code>exn:articleV2</code> understand that it
+ is connected with the provenance of <code>exn:article</code> and <code>exn:articleV1</code>,
+ the newspaper describes how these entities are related.
+ </p>
+ <div class="turtle example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>Turtle Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'turtle example', 'none');
+ set_display_by_class('div', 'turtle example', 'none');
+ set_display_by_id('hide-turtle-examples', 'none');
+ set_display_by_id('show-turtle-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ exn:articleV2 prov:specializationOf exn:article .
+ exn:articleV2 prov:alternateOf exn:articleV1
+ </pre>
+ </div>
+ <div class="provn example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>PROV-N Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provn example', 'none');
+ set_display_by_class('div', 'provn example', 'none');
+ set_display_by_id('hide-provn-examples', 'none');
+ set_display_by_id('show-provn-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ specializationOf(exn:articleV2, exn:article)
+ alternateOf(exn:articleV2, exn:articleV1)
+ </pre>
+ </div>
+ <div class="provxml example">
+ <div class="exampleheader">
+ <span class="exampleheader"><b>XML Example</b>
+ <a onclick="
+ set_display_by_class('pre', 'provxml example', 'none');
+ set_display_by_class('div', 'provxml example', 'none');
+ set_display_by_id('hide-provxml-examples', 'none');
+ set_display_by_id('show-provxml-examples', '');"><u><i>(hide all)</i></u></a>
+ </span></div>
+ <pre>
+ <prov:document>
+ ...
+ <prov:specializationOf>
+ <prov:specificEntity prov:ref="exn:articleV2"/>
+ <prov:generalEntity prov:ref="exn:article"/>
+ </prov:specializationOf>
+ <prov:alternateOf>
+ <prov:alternate1 prov:ref="exn:articleV1"/>
+ <prov:alternate2 prov:ref="exn:articleV2"/>
+ </prov:alternateOf>
+ </prov:document>
+ </pre>
+ </div>
+ <p>
+ Note that above we could have also
+ stated that <code>exn:articleV2</code> was a revision of <code>exn:articleV1</code>,
+ as we did between <code>exc:chart2</code> and <code>exc:chart1</code>,
+ which would describe more concretely how the alternate entities are related.
+ Specialization and alternate relations connect entities, and so are visualized
+ as links between them.
+ </p>
+ <img src="images/specialization.png" alt="Specialization and alternate links between entities"/>
+ </section>
+
+ <section>
+ <h3>Additional aspects of PROV</h3>
+ <p>There are additional aspects of the PROV data model that we have not covered
+ in this primer and that are important in many uses of provenance. These include
+ the following.
+ </p>
+ <ol>
+ <li><b>Provenance of provenance</b>:
+ It is often useful to state the provenance of a provenance record.
+ To enable this, PROV allows the grouping of provenance assertions as a <i>bundle</i>.
+ A bundle is a type of entity, and therefore its provenance can be asserted in turn.
+ For example, supposed that Betty wanted to express in the provenance of her blog
+ entry that she personally checked her sources. She would want to state the
+ provenance of her blog entry, and then state that she stands by that provenance.
+ To do this, she would create a bundle that contains provenance assertions for
+ her blog entry, and then she would state that she was the creator of that bundle. </li>
+ <li><b>Collections of entities</b>:
+ A <i>collection</i> in PROV is a type of entity that has other entities as members.
+ For example, Derek could decide to create several types of charts using dataset2.
+ He would describe all the charts as a collection, and then state the provenance of
+ the collection to be a single step that generates all the charts. </li>
+ </ol>
+ <p>
+ Please see the [[PROV-DM]] specification for details on these
+ and other concepts.
+ </p>
+ </section>
+
+ <section>
+ <h3>Summary</h3>
+ <p>
+ The full set of examples shown above are available in <a href="primer-turtle-examples.txt">PROV-O Turtle format</a>
+ or <a href="primer-provn-examples.txt">PROV-N format</a> or <a href="primer-prov-xml-examples.xml">PROV-XML format</a>.
+ We visualize the whole example below.
+ </p>
+ <img src="images/everything.png" alt="Provenance graph for whole example"/>
+ <p>These examples highlight the following important capabilities of PROV:
+ </p>
+ <ol>
+ <li><b>Representing diverse entities involved in provenance</b>.
+ The examples illustrate that provenance records can contain different
+ kinds of information:
+ <ul>
+ <li>The newspaper took an object-centered view on their provenance statements,
+ stating what objects were derived from others but not stating what processes
+ were used or what entities were involved.</li>
+ <li>Betty the blogger took a very agent-centered view on provenance.
+ She chose to associate her blog post with herself, the government agency
+ that published the data, and the newspaper that published the article.</li>
+ <li>Derek took a process-centered perspective and combined it with object-centered
+ and entity-centered provenance information. The processes followed to derive the
+ charts from the government datasets were clearly. All intermediate and final
+ documents were stated. His involvement in the various activities was clearly
+ recorded, and the resulting documents were attributed to him.</li>
+ </ul></li>
+ <li><b>Stating partial or incomplete provenance</b>. The newspaper omitted
+ information about their specific editorial processes in publishing articles.
+ The chart generator said nothing about the software used, therefore omitting
+ information about other agents involved in the processes.</li>
+ <li><b>Integrate provenance-related information represented in other vocabularies</b>.
+ The FOAF vocabulary was used for specifying details about Derek and his company.
+ The Dublin Core vocabulary was also used. </li>
+ <li><b>Combining distributed provenance records provided by different parties</b>.
+ The provenance records described in this example came from a government source,
+ a newspaper, a company, and a blogger. Using URIs and namespaces, a provenance
+ record can draw from multiple sources on the Web.</li>
+ <li><b>Describing the commonalities in the derivation of two entities</b>.
+ The two versions of the charts were both derived through a similar compile activity.</li>
+ <li><b>Relating versions of objects over time</b>.
+ The second dataset was described as a revision of the first one.</li>
+ <li><b>Stating the provenance of provenance assertions</b>.
+ Betty could create a provenance record for her blog post, and
+ then assert the provenance of that provenance record.</li>
+ <li><b>Enabling alternative accounts for the provenance of an entity</b>.
+ The blog post could have a provenance account from Betty as its author and another
+ one from the newspaper that the blog quoted from.</li>
+ <li><b>Supporting queries over provenance of different granularity</b>.
+ The activity of composing the data from different regions was described
+ in greater detail than the other steps to produce the chart.
+ The provenance of the chart has much finer-grained detail than
+ the provenance of the government dataset.</li>
+ <li><b>Supporting reasoning and inference over provenance records</b>.
+ The provenance assertions explicitly stated above can be used to infer
+ additional assertions that are true according to the PROV model.
+ For example, because Derek created the chart acting on behalf of Chart
+ Generators, a PROV inference may be that the chart can be attributed to Chart Generators.</li>
+ </ol>
+ <p>The examples also illustrate how PROV enables many uses of provenance,
+ such as checking for possible errors, tracking down parties responsible for
+ fixing them, repeating processes to re-generate datasets, relating versions of
+ documents over time, and inspecting sources and attribution.
+ </p>
+ </section>
+ </section>
+
+ <section class="appendix">
+ <h2>Acknowledgements</h2>
+ <p>
+ This document has been produced by the Provenance Working Group, and its contents reflect extensive discussion within the Working Group as a whole. The editors extend special thanks to Sandro Hawke (W3C/MIT) and Ivan Herman (W3C/ERCIM), W3C contacts for the Provenance Working Group.
+ </p>
+ <p>
+ The editors acknowledge valuable contributions from the following:
+ Tom Baker,
+ David Booth,
+ Bob DuCharme,
+ Robert Freimuth,
+ Satrajit Ghosh,
+ Ralph Hodgson,
+ Renato Iannella,
+ Jacek Kopecky,
+ James Leigh,
+ Chuck Morris,
+ Jacco van Ossenbruggen,
+ Alan Ruttenberg,
+ Reza Samavi, and
+ Antoine Zimmermann.
+ </p>
+ <p>
+ Members of the Provenance Working Group at the time of publication of this document were:
+
+ Ilkay Altintas (Invited expert),
+ Reza B'Far (Oracle Corporation),
+ Khalid Belhajjame (University of Manchester),
+ James Cheney (University of Edinburgh, School of Informatics),
+ Sam Coppens (iMinds - Ghent University),
+ David Corsar (University of Aberdeen, Computing Science),
+ Stephen Cresswell (The National Archives),
+ Tom De Nies (iMinds - Ghent University),
+ Helena Deus (DERI Galway at the National University of Ireland, Galway, Ireland),
+ Simon Dobson (Invited expert),
+ Martin Doerr (Foundation for Research and Technology - Hellas(FORTH)),
+ Kai Eckert (Invited expert),
+ Jean-Pierre EVAIN (European Broadcasting Union, EBU-UER),
+ James Frew (Invited expert),
+ Irini Fundulaki (Foundation for Research and Technology - Hellas(FORTH)),
+ Daniel Garijo (Universidad Politécnica de Madrid),
+ Yolanda Gil (Invited expert),
+ Ryan Golden (Oracle Corporation),
+ Paul Groth (Vrije Universiteit),
+ Olaf Hartig (Invited expert),
+ David Hau (National Cancer Institute, NCI),
+ Sandro Hawke (W3C/MIT),
+ Jörn Hees (German Research Center for Artificial Intelligence (DFKI) Gmbh),
+ Ivan Herman, (W3C/ERCIM),
+ Ralph Hodgson (TopQuadrant),
+ Hook Hua (Invited expert),
+ Trung Dong Huynh (University of Southampton),
+ Graham Klyne (University of Oxford),
+ Michael Lang (Revelytix, Inc.),
+ Timothy Lebo (Rensselaer Polytechnic Institute),
+ James McCusker (Rensselaer Polytechnic Institute),
+ Deborah McGuinness (Rensselaer Polytechnic Institute),
+ Simon Miles (Invited expert),
+ Paolo Missier (School of Computing Science, Newcastle university),
+ Luc Moreau (University of Southampton),
+ James Myers (Rensselaer Polytechnic Institute),
+ Vinh Nguyen (Wright State University),
+ Edoardo Pignotti (University of Aberdeen, Computing Science),
+ Paulo da Silva Pinheiro (Rensselaer Polytechnic Institute),
+ Carl Reed (Open Geospatial Consortium),
+ Adam Retter (Invited Expert),
+ Christine Runnegar (Invited expert),
+ Satya Sahoo (Invited expert),
+ David Schaengold (Revelytix, Inc.),
+ Daniel Schutzer (FSTC, Financial Services Technology Consortium),
+ Yogesh Simmhan (Invited expert),
+ Stian Soiland-Reyes (University of Manchester),
+ Eric Stephan (Pacific Northwest National Laboratory),
+ Linda Stewart (The National Archives),
+ Ed Summers (Library of Congress),
+ Maria Theodoridou (Foundation for Research and Technology - Hellas(FORTH)),
+ Ted Thibodeau (OpenLink Software Inc.),
+ Curt Tilmes (National Aeronautics and Space Administration),
+ Craig Trim (IBM Corporation),
+ Stephan Zednik (Rensselaer Polytechnic Institute),
+ Jun Zhao (University of Oxford),
+ Yuting Zhao (University of Aberdeen, Computing Science).
+ </section>
+
+ <section class="appendix">
+ <h2>Changes Since Fourth Public Working Draft</h2>
+ <ul>
+ <li>Corrected XML example for activities</li>
+ <li>Clarified usage of adoptedOnBehalfOf relation</li>
+ <li>Clarified wasQuotedFrom example</li>
+ <li>Adapted PROV-XML examples to clarify they are not RDF/XML</li>
+ <li>Clarified varying sources of example provenance data with different namespace prefixes,
+ and in division of complete example provenance graph</li>
+ <li>Used instance-specific identifiers for entities, activities and agents</li>
+ <li>Added section summarising some additional aspects of PROV not covered in depth</li>
+ <li>Added summary section</li>
+ <li>Added proper acknowledgements</li>
+ <li>Clarified the introduction regarding what is in each section.</li>
+ <li>Typos fixed and minor clarifications throughout</li>
+ </ul>
+ </section>
+
+ </body></html>
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