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    <h1 id="main">RDF Data Access Use Cases and Requirements</h1>

    <h2 id="main_what">W3C Working Draft 25 March 2005</h2>

    <!-- h2 id="main_what">Live Draft ( --><!-- fooey -->
     <!-- $Revision: 1.2 $ of $Date: 2005/03/25 22:41:36 $)</h2 -->

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      <dt>This Version:</dt>
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      <dt>Editor:</dt>

      <dd><a href="mailto:kendall@monkeyfist.com">Kendall Grant Clark</a>,
      University of Maryland Information and Network Dynamics Laboratory</dd>

      <!-- dt>published W3C Technical Report Version:</dt>

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  <hr title="Separator for header" />

  <div>
    <h2 id="abstract">Abstract</h2>

    <p>This document specifies use cases, requirements, and objectives for an
    <a href="http://www.w3.org/RDF/">RDF</a> query language and data access
    protocol. It suggests how an RDF query language and data access protocol
    could be used in the construction of novel, useful Semantic Web
    applications in areas like web publishing, personal information
    management, transportation, and tourism.</p>
  </div>

  <div>
    <h2><a name="status" id="status">Status of This Document</a></h2>
    <p>Since the October 2004 draft of this document, the <a
    href="http://www.w3.org/2001/sw/DataAccess/">RDF Data Access Working Group</a> has</p>
    <ul>
      <li>adopted a WSDL requirement and
      a sorting objective (see <a href="#changes">change log</a>
      for details)</li>
      <li>postponed some design issues to a future version due to lack
      of implementation and design experience (<a
      href="http://www.w3.org/2001/sw/DataAccess/issues#cascadedQueries"
      >cascadedQueries</a>, <a
      href="http://www.w3.org/2001/sw/DataAccess/issues#accessingCollections"
      >accessingCollections</a>)</li>
      <li>changed our approach to the <a href="#d4.1">Human-friendly Syntax</a> objective (see issue <a
      href="http://www.w3.org/2001/sw/DataAccess/issues#punctuationSyntax"
      >punctuationSyntax</a> and upcoming design document revisions)
      </li>
    </ul>

    <p>We invite feedback on which features
    are required for a first version of SPARQL and which should be
    postponed in order to expedite deployment of others. Please send
    comments to <a href="mailto:public-rdf-dawg-comments@w3.org"
    >public-rdf-dawg-comments@w3.org</a>, a mailing list with a <a
    href="http://lists.w3.org/Archives/Public/public-rdf-dawg-comments/"
    >public archive</a>.</p>

    <p>This document has been produced by the <a
    href="http://www.w3.org/2001/sw/DataAccess/">RDF Data Access
    Working Group</a>, along with three design documents: <cite><a
    href="http://www.w3.org/TR/rdf-sparql-query/">SPARQL Query
    Language for RDF</a></cite>, <cite><a
    href="http://www.w3.org/TR/rdf-sparql-protocol/">SPARQL Protocol
    for RDF</a></cite>, and <cite><a
    href="http://www.w3.org/TR/rdf-sparql-XMLres/">SPARQL Variable
    Binding Results XML Format</a></cite>.  This work is part of the
    <a href="http://www.w3.org/2001/sw/">Semantic Web Activity</a> in
    the W3C <a href="http://www.w3.org/TandS/">Technology &amp;
    Society Domain</a>.</p>

    <!-- p><em>This is a live document and is edited frequently. Recent edits may
    not have been reviewed by the RDF Data Access Working Group.</em> The
    <a href="http://www.w3.org/2001/sw/DataAccess/">RDF Data Access Working
    Group</a> has adopted some but not all of the requirements in this
    document; the remaining requirements are still under discussion. We
    invite feedback especially with respect to which use cases and
    requirements should be elaborated, clarified, removed, or added.</p -->
    <p class="bp"><em>This section describes the status of this document at
  the time of its publication. Other documents may supersede this
  document. A list of current W3C publications and the latest revision
  of this technical report can be found in the <a
  href="http://www.w3.org/TR/">W3C technical reports index</a> at
  http://www.w3.org/TR/.</em></p>
    <p class="bp">Publication as a Working Draft does not imply endorsement by
  the W3C Membership. This is a draft document and may be updated,
  replaced or obsoleted by other documents at any time. It is
  inappropriate to cite this document as other than work in
  progress.</p>
  
    <p class="bp">This document was produced under the <a href=
    "http://www.w3.org/Consortium/Patent-Policy-20040205/">5 February 2004
    W3C Patent Policy</a>. The Working Group maintains a <a rel="disclosure"
    href="http://www.w3.org/2001/sw/DataAccess/Disclosures">public list of
    patent disclosures</a> relevant to this document; that page also includes
    instructions for disclosing [and excluding] a patent. An individual who
    has actual knowledge of a patent which the individual believes contains
    Essential Claim(s) with respect to this specification should disclose the
    information in accordance with <a href=
    "http://www.w3.org/Consortium/Patent-Policy-20040205/#sec-Disclosure">section
    6 of the W3C Patent Policy</a>.</p>

    <p class="bp">Per <a
  href="http://www.w3.org/Consortium/Patent-Policy-20040205/#sec-Exclusion">section
  4 of the W3C Patent Policy</a>, Working Group participants have 150
  days from the title page date of this document to exclude essential
  claims from the W3C RF licensing requirements with respect to this
  document series. Exclusions are with respect to the exclusion
  reference document, defined by the W3C Patent Policy to be the
  latest version of a document in this series that is published no
  later than 90 days after the title page date of this
  document.</p>
  </div>
  <hr />

  <h1 id="toc">Table of Contents</h1>

  <ol>
    <li><a href="#intro">Introduction</a></li>

    <li>
      <a href="#uc">Use Cases</a>

      <ul>
        <li>2.1 <a href="#u2.1">Finding an Email Address</a></li>

        <li>2.2 <a href="#u2.2">Finding Information about Motorcycle
        Parts</a></li>

        <li>2.3 <a href="#u2.3">Finding Unknown Media Objects</a></li>

        <li>2.4 <a href="#u2.4">Monitoring News Events</a></li>

        <li>2.5 <a href="#u2.5">Avoiding Traffic Jams</a></li>

        <li>2.6 <a href="#u2.6">Discovering What People Say about News
        Stories</a></li>

        <li>2.7 <a href="#u2.7">Exploring the Neighborhood</a></li>

        <li>2.8 <a href="#u2.8">Sharing Vacation Photos with a
        Friend</a></li>

        <li>2.9 <a href="#u2.9">Finding Input and Output Documents for Test
        Cases</a></li>

        <li>2.10 <a href="#u2.10">Discovering Learning Resources</a></li>

        <li>2.11 <a href="#u2.11">Finding Out New Things About
        People</a></li>

        <li>2.12 <a href="#u2.12">Browsing Patient Records</a></li>

        <li>2.13 <a href="#u2.13">Finding Disjunct Conditions</a></li>

        <li>2.14 <a href="#u2.14">Finding Film Soundtracks</a></li>

        <li>2.15 <a href="#u2.15">Managing Personal Identities</a></li>

        <li>2.16 <a href="#u2.16">Customizing Content Delivery</a></li>

        <li>2.17 <a href="#u2.17">Building Ontology Tools</a></li>
	<li>2.18 <a href="#u2.18">Working with Enterprise Web Services</a></li>
	<li>2.19 <a href="#u2.19">Building Tables of Contents</a></li>
      </ul>
    </li>

    <li>
      <a href="#req">Requirements</a>

      <ul>
        <li>3.1 <a href="#r3.1">RDF Graph Pattern
        Matching&#8212;Conjunction</a></li>

        <li>3.2 <a href="#r3.2">Variable Binding Results</a></li>

        <li>3.3 <a href="#r3.3">Extensible Value Testing</a></li>

        <li>3.4 <a href="#r3.4">Subgraph Results</a></li>

        <li>3.5 <a href="#r3.5">Local Queries</a></li>

        <li>3.6 <a href="#r3.6">Optional Match</a></li>

        <li>3.7 <a href="#r3.7">Limited Datatype Support</a></li>

        <li>3.10 <a href="#r3.10">Result Limits</a></li>

        <li>3.12 <a href="#r3.12">Streaming Results</a></li>

        <li>3.13 <a href="#r3.13">RDF Graph Pattern
        Matching&#8212;Disjunction</a></li>
	<li>3.14 <a href="#r3.14">WSDL Protocol</a></li>      
</ul>
    </li>

    <li>
      <a href="#dobj">Design Objectives</a>

      <ul>
        <li>4.1 <a href="#d4.1">Human-friendly Syntax</a></li>

        <li>4.2 <a href="#d4.2">Data Integration and Aggregation</a></li>

        <li>4.3 <a href="#d4.3">Non-existent Triples</a></li>

        <li>4.7 <a href="#d4.7">Bandwidth-efficient Protocol</a></li>

        <li>4.8 <a href="#d4.8">Literal Search</a></li>

        <li>4.9 <a href="#d4.9">Yes-No Queries</a></li>

        <li>4.10 <a href="#d4.10">Addressable Query Results</a></li>

        <li>4.11 <a href="#d4.11">Sorting Results</a></li>
      </ul>
    </li>

    <li><a href="#relts">Related Technologies and Standards</a></li>

    <li><a href="#ack">Acknowledgments</a></li>

    <li><a href="#changes">Change Log</a></li>
  </ol>

  <h1><a name="intro" id="intro">1. Introduction</a></h1>

  <p>The W3C's Semantic Web Activity is based on RDF's flexibility as a means
  of representing data. While there are several standards covering RDF
  itself, there has not yet been any work done to create standards for
  querying or accessing RDF data. There is no formal, publicly standardized
  language for querying RDF information. Likewise, there is no formal,
  publicly standardized data access protocol for interacting with remote or
  local RDF storage servers.</p>

  <p>Despite the lack of standards, developers in commercial and in open
  source projects have created <a href=
  "http://www.w3.org/2001/11/13-RDF-Query-Rules/">many query languages for
  RDF data</a>. But these languages lack both a common syntax and a common
  semantics. In fact, the extant query languages cover a significant semantic
  range: from declarative, SQL-like languages, to path languages, to rule or
  production-like systems. The existing languages also exhibit a range of
  extensibility features and built-in capabilities, including inferencing and
  distributed query.</p>

  <p>Further, there may be as many different methods of accessing remote RDF
  storage servers as there are distinct RDF storage server projects. Even
  where the basic access protocol is standardized in some sense&#8212;HTTP, SOAP,
  or XML-RPC&#8212;there is little common ground upon which to develop generic
  client support to access a wide variety of such servers.</p>

  <p>The following use cases characterize some of the most important and most
  common motivations behind the development of existing RDF query languages
  and access protocols. The use cases, in turn, inform decisions about
  <a href="#req">requirements</a>, that is, the critical features that a
  standard RDF query language and data access protocol require, as well as
  <a href="#dobj">design objectives</a> that aren't on the critical path.</p>

  <h2><a name="uc" id="uc">2. Use Cases</a></h2>

  <p>Each use case describes a user-oriented context in which the RDF query
  language or protocol or both are used to solve a real problem. However, it
  is not necessarily the case that the query language or data access protocol
  will directly address all of these use cases. (Some of the use cases
  contain illustrative RDF in Notation 3 form; consult <a href=
  "http://www.w3.org/2000/10/swap/Primer">Primer: Getting into the semantic
  web and RDF using N3</a> or <a href=
  "http://infomesh.net/2002/notation3/">Notation3: A Rough Guide to N3</a>
  for more details about N3.)</p>

  <h3 class="uc"><a name="u2.1" id="u2.1">2.1 Finding an Email Address</a>
  (Personal Information Management)</h3>

  <p>George wants to send email to a person named "Johnny Lee Outlaw".
  George's personal address book, which includes contact information for a
  "Johnny Lee Outlaw", is stored in RDF using the <a href=
  "http://xmlns.com/foaf/0.1/">FOAF Vocabulary Specification</a>.</p>

  <div>
    <pre class="rdf">
@prefix foaf:  &lt;http://xmlns.com/foaf/0.1/&gt; .

[]
     foaf:name   "Johnny Lee Outlaw" ;
     foaf:mbox   &lt;mailto:jlow@example.com&gt; .
</pre><br />
    <span class="rdf-caption">Figure One: A Fragment of a FOAF Address
    Book</span>
  </div>

  <p>George's email client queries his local address book service and, since
  there is only one match, uses the query's result to populate the
  <code>To:</code> field.</p>

  <p><strong>Motivates:</strong> <a href="#r3.1">RDF Graph Pattern
  Matching</a>, <a href="#r3.2">Variable Binding Results</a>.</p>

  <h3 class="uc"><a name="u2.2" id="u2.2">2.2 Finding Information about
  Motorcycle Parts</a> (Supply Chain Management)</h3>

  <p>Endeavour, a dealer specializing in British motorcycles, maintains a
  database that describes spare and replacement parts, including their
  properties and relationships. Ev, a repair person who specializes in
  Triumph bikes, is working on an ailing Speed Triple motorcycle when a
  diagnostic tool produces a report identifying a defect in the fuel
  management system.</p>

  <div>
    <pre class="rdf">
@prefix triumph:  &lt;http://triumph.example/schema/#&gt; .
@prefix rdfs:    &lt;http://www.w3.org/2000/01/rdf-schema#&gt; .
@prefix rdf:     &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt; .
  
&lt;http://triumph.example/part/0d92ie433&gt;
    rdf:type    triumph:part ;
    rdfs:label  "Accelerator Cable MK3" ;
    triumph:depends-on  &lt;http://triumph.example/part/329i2dk39&gt; ;
    triumph:part-for  &lt;http://triumph.example/2004/SpeedTriple&gt; ;
    triumph:part-number  "LCD 100-04BSPT" .

&lt;http://triumph.example/part/329i2dk39&gt;
    rdfs:label  "Mounting Bracket" ;
    triumph:requires
        [ triumph:has-number  "4" ;
          triumph:part-number  "149028ab-MT" ;
          triumph:type  triumph:screwx
        ] .
</pre><br />
    <span class="rdf-caption">Figure Two: A Fragment of the Endeavour Parts
    Database</span>
  </div>

  <p>Ev uses a query interface to the parts database to ask about the
  defective part. In response to her query, Ev receives a human-readable
  description of the part, which provides enough information to obtain a
  replacement part and tells her about other, dependent parts that must be
  replaced at the same time.</p>

  <p><strong>Motivates:</strong> <a href="#r3.4">Subgraph Results</a>,
  <a href="#r3.5">Optional Match</a>, <a href="#d4.1">Human-friendly
  Syntax</a>.</p>

  <h3 class="uc"><a name="u2.3" id="u2.3">2.3 Finding Unknown Media
  Objects</a> (Publishing)</h3>

  <p>Smiley works for a multinational media conglomerate. As part of his job
  as an editor of foreign market compilations, he needs to be notified
  whenever the conglomerate's knowledge bases contain information about new
  media objects&#8212;books, movies, and pop music&#8212;matching various properties:
  title, author, and price point.</p>

  <p>Smiley uses his web browser to create a query that will be executed
  regularly against the conglomerate's knowledge bases. Whenever there are
  new matches for Smiley's query, he receives an email with URIs to resources
  about the new matches; and Smiley's personal RSS feed is also updated with
  the new matches, since he uses an RSS aggregator to gather news every
  day.</p>

  <div>
    <pre class="rdf">
@prefix baf:     &lt;http://big-accounting-firm.example/scheme/1.0/#&gt; .
@prefix bmc:     &lt;http://big-media-conglomerate.example/ontology/#&gt; .
@prefix dc:      &lt;http://purl.org/dc/elements/1.1/&gt; .
@prefix rdfs:    &lt;http://www.w3.org/2000/01/rdf-schema#&gt; .
@prefix rdf:     &lt;http://www.w3.org/1999/02/22-rdf-syntax-ns#&gt; .
    
[]  
    baf:dollarPrice  "29.99" ;
    bmc:objectName  "J to the LO" ;
    dc:author   &lt;http://big-media.example/author/1929/&gt; .
</pre><br />
    <span class="rdf-caption">Figure Three: Big Media Conglomerate Knowledge
    Base</span>
  </div>

  <p>Since Smiley's query will operate over knowledge bases structured by at
  least four different ontologies&#8212;the result of his conglomerate's rapid
  expansion&#8212;Karla, the staff programmer for Smiley's group, makes sure that
  knowledge bases in question contain appropriate
  <code>rdfs:subPropertyOf</code> assertions. For example, Smiley's query
  uses the predicate <code>media:ObjectName</code>, which will also find
  properties like <code>dc:title</code>, <code><a href=
  "http://www.doi.org/">doi</a>:title</code>, and <code><a href=
  "http://www.loc.gov/standards/mods/">mods</a>:titleInfo</code>.</p>

  <p><strong>Motivates:</strong> <a href="#d4.1">Human-friendly Syntax</a>,
  <a href="#d4.2">Data Integration and Aggregation</a>.</p>

  <h3><a name="u2.4" id="u2.4">2.4 Monitoring News Events</a>
  (Multimedia)</h3>

  <p>Kate wants to see all the television programs that feature information
  about the Japanese baseball player Ichiro. She wants her personal digital
  recorder (PDR) to record every television show about Japanese baseball
  automatically using the Electronic Program Guides (EPGs). She also wants an
  index page for each week's recorded items.</p>

  <p>Her RDF-enabled PDR periodically executes a query against the RDF
  version of its EPGs, and continues to execute the query every day for new
  items to record.</p>

  <p><strong>Motivates:</strong> <a href="#r3.10">Result Limits</a>, <a href=
  "#d4.2">Data Integration and Aggregation</a>, <a href="#d4.10">Addressable
  Query Results</a>.</p>

  <h3 class="uc"><a name="u2.5" id="u2.5">2.5 Avoiding Traffic Jams</a>
  (Transportation)</h3>

  <p>Niel has to drive every day from home to his office during heavy rush
  hour traffic in Atlanta, GA, in his new car, which has Bluetooth and
  wireless Internet access. Using his cell phone, Niel requests that his car
  query public RDF storage servers on the Web for a description of current
  Atlanta road construction projects, traffic jams, and roads affected by
  inclement weather.</p>

  <p>Based on the information retrieved efficiently from the public RDF
  servers, Niel uses the mapping program in his cell phone to plan a
  different route to work, cutting his commute time by 10%.</p>

  <p><strong>Motivates:</strong> <a href="#d4.7">Bandwidth-efficient
  Protocol</a>, <a href="#r3.10">Result Limits</a>.</p>

  <h3 class="uc"><a name="u2.6" id="u2.6">2.6 Discovering What People Say
  about News Stories</a> (Publishing)</h3>

  <p>Abelard, an independent publisher of web publications, wants to query
  RSS feed aggregators in order to track RDF assertions people make about
  articles and stories in his publications. Abelard's client software
  includes support for three different RDF query languages.</p>

  <p>Heloise manages one of the servers that Abelard wants to query. Her
  server publishes a machine readable description of its capabilities,
  including the query languages it supports, in RDF. Abelard's client asks
  Heloise's server whether it supports his preferred query language.
  Abelard's client software also negotiates with the other servers and uses a
  common transport protocol to retrieve the results of his queries.</p>

  <p><strong>Motivates:</strong> <a href="#d4.1">Human-friendly Syntax</a>,
  <a href="#d4.2">Data Integration and Aggregation</a>, <a href=
  "#d4.9">Yes-No Queries</a>.</p>

  <h3 class="uc"><a name="u2.7" id="u2.7">2.7 Exploring the Neighborhood</a>
  (Tourism)</h3>

  <p>José knows that the U.S. Census Bureau provides interesting geographic
  data in its public domain <a href=
  "http://www.census.gov/geo/www/tiger/">TIGER</a> database. José attends a
  conference in Washington, DC, at the new convention center, and he stays in
  a hotel nearby. José wants to find out the latitude, longitude, name, and
  type of everything within one mile of the convention center, as well as all
  events occurring during his stay, so that he can plan his meals and
  sightseeing time accordingly.</p>

  <p>Rather than working with the TIGER database files directly, José sends a
  query to the Census Bureau's new RDF storage server and requests that his
  client pass the query results to an XSLT transformation service so that he
  can print the resulting XHTML.</p>

  <p><strong>Motivates:</strong> <a href="#r3.3">Extensible Value
  Testing</a>, <a href="#r3.7">Limited Datatype Support</a>, <a href=
  "#d4.1">Human-friendly Syntax</a>.</p>

  <h3 class="uc"><a name="u2.8" id="u2.8">2.8 Sharing Vacation Photos with a
  Friend</a> (Personal Information Management)</h3>

  <p>Frannie and Zoe, old college friends, live in different countries and
  keep in daily contact via IRC. Zoe wrote an IRC bot that they use to make
  assertions&#8212;which the bot stores as RDF&#8212;about photographs of their family,
  friends, and vacations. Frannie wants to be able to republish some of these
  assertions in a human readable form on her weblog. Zoe tells her about a
  server that accepts and agrees to host documents that describe what they
  say about web resources, and their IRC bot sends those documents
  periodically to the server.</p>

  <p>Frannie programs her weblog software to query the server that hosts
  their annotations for vacation images that co-depict her family members
  with Zoe's family members, as well as for things Zoe and Franny have said
  about those images. Frannie uses the XSLT processor built into her weblog
  software to transform the query results into XHTML for display in her
  weblog.</p>

  <p><strong>Motivates:</strong> <a href="#r3.2">Variable Binding
  Results</a>, <a href="#d4.2">Data Integration and Aggregation</a>, <a href=
  "#d4.3">Non-existent Triples</a>,.</p>

  <h3 class="uc"><a name="u2.9" id="u2.9">2.9 Finding Input and Output
  Documents for Test Cases</a> (Software Development)</h3>

  <p>Nada, a Semantic Web developer, has a bug report from a valued user
  indicating that a software tool is incorrectly emitting the N3
  representation of some of the RDF core test cases. Nada wants to create a
  list of input and output documents for each of the approved test cases,
  filtering only for those which have an "approved" status, from the RDF core
  test suite. The list of tests resides in a single file.</p>

  <p>Nada can process the RDF core manifest file in such a way as to write
  one input-output pair per line to standard-out; another program can then be
  written to read, write, and check the input document.</p>

  <p><strong>Motivates:</strong> <a href="#r3.1">RDF Graph Pattern
  Matching</a>, <a href="#r3.2">Variable Results</a>, <a href="#r3.5">Local
  Queries</a>.</p>

  <h3 class="uc"><a name="u2.10" id="u2.10">2.10 Discovering Learning
  Resources</a> (Instructional Technology)</h3>

  <p>Erasmus Jones, a professor, wants to find some learning materials for
  his seminar on Renaissance humanism. He is using a recommended web site
  that provides descriptions of learning materials; he performs a search at
  the site, chosing the general subject area, student learning level, and
  provides some keywords. The results include materials returned from
  multiple learning repositories, where the subject and learning levels have
  been matched across multiple educational metadata vocabularies, including
  predicates from the <a href="http://dublincore.org/documents/dces/">Dublin
  Core Metadata Element Set</a> and the <a href=
  "http://www.cetis.ac.uk/profiles/uklomcore">UK Learning Object Metadata
  Framework</a> specifications.</p>

  <p><strong>Motivates:</strong> <a href="#d4.2">Data Integration and
  Aggregation</a> .</p>

  <h3 class="uc"><a name="u2.11" id="u2.11">2.11 Finding Out New Things About
  People (Social Network Analysis)</a></h3>

  <p>Esther, a programmmer for a new social networking site based on <a href=
  "http://xmlns.com/foaf/0.1/">FOAF</a>, has written an <a href=
  "http://www.hackdiary.com/archives/000030.html">RDF crawler</a> which
  follows <code>foaf:knows</code> links to determine the publicly available
  properties of new people it will invite into the network. While processing
  a new FOAF resource, it finds an <code>rdf:Property</code> referring to a
  URI that it has not seen before. The crawler queries an ontology server to
  see if the property's domain(s) and range(s) are ones that it has already
  encountered, so that it can track where it first discovered this property
  and use the property in future searches.</p>

  <p><strong>Motivates:</strong> <a href="#d4.2">Data Integration and
  Aggregation</a>.</p>

  <h3 class="uc"><a name="u2.12" id="u2.12">2.12 Browsing Patient Records
  (Health Care)</a></h3>

  <p>Peter is developing a medical knowledge base using OWL/RDF in
  collaboration with medical domain experts. The knowledge base is used
  within <a href="http://xml.coverpages.org/hl7PRA.html">electronic patient
  records</a>. To facilitate collaboration and avoid duplication, the team is
  using a <a href=
  "http://ebxmlrr.sourceforge.net/presentations/xmlEurope2004/04-02-02.pdf">federated
  ebXML Registry</a> to store the knowledge base they are building.</p>

  <p>When adding a new concept to the knowledge base, Peter uses a registry
  browser application to search the ebXML Registry for similar or related
  concepts. The <a href=
  "http://ebxmlrr.sourceforge.net/3.0/registryBrowser/">registry browser</a>
  allows Peter to choose a <a href=
  "http://ebxmlrr.sourceforge.net/3.0/registryBrowser/discovery.html#Adhoc%20Queries">
  parameterized query</a> from a set of preconfigured parameterized queries
  and offers a form that Peter uses to enter the query parameters.</p>

  <p>Peter enters a few parameters and issues the query. The ebXML Registry
  returns a large number of <a href=
  "http://ebxmlrr.sourceforge.net/3.0/registryBrowser/discovery.html#Search%20Results%20Panel">
  matching results</a>. Upon viewing the results, Peter issues a more
  specific search to find more relevent information. After several such
  refinements, he has found the concepts that are most relevant to his
  concept. He then <a href=
  "http://ebxmlrr.sourceforge.net/3.0/registryBrowser/browsing.html">drills
  down and browses</a> these concepts, as well as their related concepts and
  metadata, to determine whether to add his new concept.</p>

  <p><strong>Motivates:</strong> <a href="#r3.1">RDF Graph Pattern
  Matching</a>, <a href="#r3.2">Variable Binding Results</a>, <a href=
  "#r3.12">Streaming Results</a>.</p>

  <h3 class="uc"><a name="u2.13" id="u2.13">2.13 Finding Disjunct Conditions
  (Market Research)</a></h3>

  <p>Lyndie works for a firm that creates market research reports for
  corporations that have contracts with the US federal government. She has
  access to an RDF repository, which contains information about accounting
  firms, corporations, and their customers:</p>

  <div>
    <pre class="rdf">
@prefix baf:     &lt;http://big-accounting-firm.example/scheme/1.0/#&gt;.
@prefix xsd:     &lt;http://www.w3.org/2001/XMLSchema#&gt;.

&lt;http://www.pwc.com/&gt; baf:hasName "PriceWaterhouseCoopers"^^xsd:string.
&lt;http://www.boeing.com/&gt; baf:hasName "Boeing"^^xsd:string.
&lt;http://www.labor.gov/&gt; baf:hasName "US Department of Labor"^^xsd:string.
&lt;http://www.pwc.com/&gt; baf:accountsFor &lt;http://www.boeing.com/&gt;.
&lt;http://www.boeing.com/&gt; baf:hasCustomer &lt;http://www.labor.gov/&gt; .
</pre><br />
    <span class="rdf-caption">Figure Four: Accounting Repository
    Fragment</span>
  </div>

  <p>Lyndie wants to query this RDF repository in order to find the names of
  accounting firms that do accounts for suppliers of the Department of Labor
  or that do accounts for the Department of Labor itself.</p>

  <p><strong>Motivates:</strong> <a href="#r3.13">RDF Graph Pattern
  Matching&#8212;Disjunction</a>.</p>

  <h3 class="uc"><a name="u2.14" id="u2.14">2.14 Finding Film Soundtracks
  (Data Aggregation)</a></h3>

  <p>Marty wants to learn which of the ten biggest grossing Hollywood movies
  of all time also had soundtracks among the ten biggest grossing film
  soundtracks of all time. Imagine that some future version of the IMDB site
  exposes its information about movies as RDF. Next, imagine that the
  machine-readable metadata about music at <a href=
  "http://www.musicbrainz.org/MM/">MusicBrainz</a> includes information about
  album sales. Marty then writes a query to find the titles of the ten
  biggest grossing films. He uses the results of that query to query
  MusicBrainz in order to filter the films that did not have top 10
  soundtracks.</p>

  <p><strong>Motivates:</strong> <a href="#d4.2">Data Integration and
  Aggregation</a> .</p>

  <h3 class="uc"><a name="u2.15" id="u2.15">2.15 Managing Personal Identity
  (Personal Information Management)</a></h3>

  <p>Mister X, a professional and anonymous controversialist, manages two
  distinct personae using the <a href="http://xmlns.com/foaf/0.1/">FOAF
  Vocabulary Specification</a>. Mister X maintains three separate
  <code>foaf:PersonalProfileDocument</code> (PPD) documents describing his
  controversial personae. Each profile is available at a different public URI
  on the Web, and each contains RDF statements describing Mister X and his
  personae as distinct resources.</p>

  <p>Matthias, an enterprising RDF hacker, periodically runs <a href=
  "http://www.hackdiary.com/archives/000030.html">an RDF crawler</a> which
  harvests Mister X's PPDs, keeping track of the source URI for each RDF
  triple together with X's personae resources scope information. Matthias has
  also built a public Web interface to publish the RDF triples resulting from
  the crawling process, together with all the source information associated
  with the harvested RDF triples.</p>

  <p>A programmer, Johanna, employed by NextBigDeal Inc., is asked to build a
  next generation personal information aggregator which must be able to
  execute RDF queries over Matthias's RDF data. Johanna's application must be
  able to present and redistribute different people's information grouped by
  each persona, as well as by <code>foaf:knows</code> relationships.</p>

  <p><strong>Motivates:</strong> <a href="#d4.2">Data Integration and
  Aggregation</a>.</p>

  <h3 class="uc"><a name="u2.16" id="u2.16">2.16 Customizing Content Delivery
  (Device Independence)</a></h3>

  <div>
    <pre class="rdf">
@prefix prf:     &lt;http://www.openmobilealliance.org/tech/profiles/uaprof/ccppschema-20021212#HardwarePlatform&gt;.
@prefix xsd:     &lt;http://www.w3.org/2001/XMLSchema#&gt;.
[]
    prf:BitsPerPixel "8"^^xsd:int ;
    prf:ColorCapable "true"^^xsd:boolean ;
    prf:CPU "Arm 7" ;
    prf:ImageCapable "true"^^xsd:boolean ;
    prf:ScreenSize "101x80" ;
    prf:SoundOutputCapable "false"^^xsd:boolean ;
    prf:Vendor "Panasonic" .
</pre><br />
    <span class="rdf-caption">Figure Five: Panasonic GD67 Profile
    Fragment</span>
  </div>

  <p>Hill, an avid motorcycle time trialist, needs directions to the
  racetrack. He uses his Panasonic mobile phone to request a Web resource
  that has directions to the track. His phone includes in its request a URI
  to <a href="http://mobileinternet.panasonicbox.com/UAprof/GD67/04.xml">an
  RDF profile of its capabilities</a>, as well as a diff of its current
  state, which may add to, hide, or override some of the information in the
  standard profile.</p>

  <p>The origin server must compute the final state of Hill's mobile phone
  profile by dereferencing the URI that identifies the standard profile and
  then applying the device-specific diff. Then, in order to return a
  device-specific representation of the resource Hill requested, the origin
  server issues an RDF query against the device profile graph to determine
  whether to return a color map, a sound file, or plain text directions in
  its response. Since Hill's device is capable of displaying color images,
  the origin server returns a representation of the requested resource which
  includes a link to a color image.</p>

  <p><strong>Motivates:</strong> <a href="#d4.2">Data Aggregation and
  Integration</a>, <a href="#d4.9">Yes-No Queries</a>.</p>

  <h3 class="uc"><a name="u2.17" id="u2.17">2.17 Building Ontology Tools
  (Semantic Web)</a></h3>

  <p>Aditya, a Semantic Web researcher who specializes in building ontology
  tools, is working on <a href="http://www.mindswap.org/2004/SWOOP/">a new
  hypermedia-influenced ontology editor</a>, which is meant for navigating
  existing and creating new OWL ontologies. Aditya wants to use an RDF query
  language to interact with OWL ontologies in order to do queries like
  finding equivalent classes, subclasses, superclasses, and disjoint classes,
  object and datatype properties, and individuals.</p>

  <p>Some parts of the ontology editor require the transitive closure of the
  query and other parts do not. Queries for equivalent, sub- and superclasses
  are useful in creating class tree hierarchies, which is a central feature
  in an ontology editor. Constructing a subclass hierarchy allows the
  ontology to support additional queries like finding the nearest common
  ancestor of two classes. Aditya also wants to be able to execute queries to
  find object and datatype properties, as well as individuals, in order to
  provide instance support in the ontology editor; property queries, for
  example, provide slots for frame-centric views.</p>

  <p><strong>Motivates:</strong> <a href=
  "http://www.w3.org/2003/12/swa/dawg-charter#extensibilty">Extensibility
  Mechanism</a>.</p>

 <h3 class="uc"><a name="u2.18" id="u2.18">2.18 Working with
 Enterprise Web Services (Web Services)</a></h3>

 <p>Ryu, a .NET programmer, is tasked with aggregating a wide range of
   data from a variety of enterprise sources, including query results
   from an RDF triple store. All of the data services, including the
   RDF triple store, have WSDL descriptions which Ryu's Visual Studio
   environment reads and presents to him as libraries. Ryu writes
   ordinary code to grab the data from these sources, including data
   results from queries sent to the RDF triple store. He also writes
   code to merge these data together in an application-specific way.
 </p>

  <p>Eventually Ryu's company decides to change the protocol for
   interacting with the RDF triple store server from pure HTTP to SOAP
   over HTTP. All Ryu has to do is update the WSDL describing the RDF
   triple store, and the rest of his code is unchanged..</p>

  <p><strong>Motivates:</strong> <a href="#r3.14">WSDL Protocol</a>.</p>

 <h3 class="uc"><a name="u2.19" id="u2.19">2.19 Building a Table of
 Contents (Publishing)</a></h3>

  <p>Leigh, a programmer for a large publishing house, uses RDF to
  store data and metadata about books and journals. Leigh uses RDF
  query language to retrieve the first three articles associated with an issue and
  sort them by page number; to retrieve all issues associated with a
  journal and sort them by publication date; to retrieve the last 10 articles
  bookmarked by a user and sort them by journal name or date
  bookmarked; to retrieve all journals within a subject area and sort
  them by name; and to retrieve all articles written by an author and
  sort them by publication date.</p>

  <p><strong>Motivates:</strong> <a href="#r3.10">Result Limits</a>, <a href= "#d4.11">Sorting
  Results</a>.</p>
  
  <h2 class="req"><a name="req" id="req">3.</a> Requirements</h2>

  <p>Technical requirements are features or characteristics of either the
  query language or data access protocol (or, in some cases, of both) that
  are expected to be in the specification.</p>

  <h3 class="req"><a name="r3.1" id="r3.1">3.1 RDF Graph Pattern
  Matching&#8212;Conjunction</a></h3>

  <p>The query language must include the capability to restrict matches on a
  queried graph by providing a graph pattern, which consists of one or more
  RDF triple patterns, to be satisfied in a query.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0385.html">2004-05-11</a>.</p>

  <h3 class="req"><a name="r3.2" id="r3.2">3.2 Variable Binding
  Results</a></h3>

  <p>It must be possible for queries to return zero or more bindings of
  variables. Each set of bindings is one way that the query can be satisfied
  by the queried graph.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0385.html">2004-05-11</a>.</p>

  <h3 class="req"><a name="r3.3" id="r3.3">3.3 Extensible Value
  Testing</a></h3>

  <p>The query language must make it possible&#8212;whether through function calls,
  namespaces, or in some other way&#8212;to calculate and test values
  extensibly.</p>

  <p>Many application domains have specific value testing requirements; for
  example: the concept of "distance" in geospatial data or calculating the
  gravitational attraction of two masses, given their mass and the distance
  between them. Value testing may be more efficient when domain specific
  functions are available for use.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0330.html">2004-05-04</a>.</p>

  <h3 class="req"><a name="r3.4" id="r3.4">3.4 Subgraph Results</a></h3>

  <p>It must be possible for query results to be returned as a subgraph of
  the original queried graph.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0641.html">2004-06-15</a></p>

  <h3 class="req"><a name="r3.5" id="r3.5">3.5 Local Queries</a></h3>

  <p>The query language must be suitable for use in accessing local RDF
  data&#8212;that is, from the same machine or same system process.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0330.html">2004-05-04</a>.</p>

  <h3 class="req"><a name="r3.6" id="r3.6">3.6 Optional Match</a></h3>

  <p>It must be possible to express a query that does not fail when some
  specified part of the query fails to match. Any such triples matched by
  this optional part, or variable bindings caused by this optional part, can
  be returned in the results, if requested.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-15</a>.</p>

  <h3 class="req"><a name="r3.7" id="r3.7">3.7 Limited Datatype
  Support</a></h3>

  <p>The query language must include support for a subset of W3C XML Schema
  datatypes and operations on those datatypes.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0385.html">2004-05-11</a>.</p>

  <h3 class="req"><a name="r3.10" id="r3.10">3.10 Result Limits</a></h3>

  <p>It must be possible to specify an upper bound on the number of query
  results returned.</p>

  <p><span class="note">(Note: The Working Group has <a href=
  "http://www.w3.org/Search/Mail/Public/search?keywords=results+limit+sorting&amp;hdr-1-name=subject&amp;hdr-1-query=&amp;index-grp=Public__FULL&amp;index-type=t&amp;type-index=public-rdf-dawg">
  discussed</a> and is aware of the connection between result limits and
  result sorting, as well as the implementation costs of sorting and the
  tradeoffs between client and server computing power per user.)</span></p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-15</a>.</p>

  <h3 class="req"><a name="r3.12" id="r3.12">3.12 Streaming Results</a></h3>

  <p>It must be possible, when returning multiple unordered results, for the
  client to request that results be streamed. When the client requests
  streaming results, all the data in one result must be available to the
  client before all the data for the next result.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2004AprJun/0799.html">2004-06-29</a>.</p>

  <h3 class="req"><a name="r3.13" id="r3.13">3.13 RDF Graph Pattern
  Matching&#8212;Disjunction</a></h3>

  <p>The query language must include the capability to restrict matches on a
  queried graph based on a disjunction of graph patterns, at least one of
  which must be satisfied.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-16</a>.</p>

  <h3 class="req"><a name="r3.14" id="r3.14">3.14 WSDL Protocol</a></h3>

  <p>The protocol -- including its interfaces, their operations, results, and types --       must be described using WSDL.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span>
     <a href="http://www.w3.org/2001/sw/DataAccess/ftf5-bos.html#item_03">2005-02-28</a>>.</p> 

  <h2 class="dobj"><a name="dobj" id="dobj">4.</a> Design Objectives</h2>

  <p>Design objectives, which may be features or characteristics of the
  eventual design, differ from requirements in that the specification may be
  complete if none, some, or all of them are achieved.</p>

  <h3 class="do"><a name="d4.1" id="d4.1">4.1 Human-friendly Syntax</a></h3>

  <p>There must be a text-based form of the query language which can be read
  and written easily by users of the language.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-15</a>.</p>

  <h3 class="do"><a name="d4.2" id="d4.2">4.2 Data Integration and
  Aggregation</a></h3>

  <p>RDF can be used for data integration and aggregation. Often RDF
  repositories are built by merging RDF triples from one or more sources,
  including other RDF repositories or non-RDF data sources converted to RDF.
  Such aggregations can be real or virtual. It is always possible that a
  triple exists in multiple sources.</p>

  <ol>
    <li>
      <p>It must be possible for the query language and protocol to allow an
      RDF repository to expose the sources of RDF triples.</p>
    </li>

    <li>
      <p>It should be possible to constrain a query with regard to the source
      or sources of a triple or triple pattern.</p>
    </li>

    <li>
      <p>It should be possible for the query language and protocol to allow
      for queries against multiple RDF graphs, including graphs published by
      different repositories. When more than one RDF graph is selected, the
      result is as if the query had been executed against the <a href=
      "http://www.w3.org/TR/rdf-mt/#graphdefs">merge of the selected RDF
      graphs</a>.</p>
    </li>
  </ol>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf3-brs">2004-09-16</a>.</p>

  <h3 class="do"><a name="d4.3" id="d4.3">4.3 Non-existent Triples</a></h3>

  <p>It must be possible to query for the non-existence of one or more
  triples or triple patterns in the queried graph.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-15</a>.</p>

  <h3 class="do"><a name="d4.7" id="d4.7">4.7 Bandwidth-efficient
  Protocol</a></h3>

  <p>The access protocol design shall address bandwidth utilization issues;
  that is, it shall allow for at least one result format that does not make
  excessive use of network bandwidth for a given collection of results.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span>.</p>

  <h3 class="do"><a name="d4.8" id="d4.8">4.8 Literal Search</a></h3>

  <p>It should be possible for a query to perform substring searches of RDF
  string literals.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-16</a>.</p>

  <h3 class="dp"><a name="d4.9" id="d4.9">4.9 Yes-No Queries</a></h3>

  <p>It must be possible to express yes-no queries directly in the query
  language.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-15</a>.</p>

  <h3 class="dp"><a name="d4.10" id="d4.10">4.10 Addressable Query
  Results</a></h3>

  <p>A common pattern of access is to send a query, <a href=
  "http://www.w3.org/2001/tag/doc/whenToUseGet.html">which is like asking a
  question</a>, to a remote service which evaluates it and returns the answer
  or results. This access pattern fits naturally into the architecture of the
  Web by making query results addressable resources.</p>

  <p>It must be possible for query results to be addressed in URI space.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a href=
  "http://www.w3.org/2001/sw/DataAccess/ftf2">2004-07-16</a>.</p>

  <h3 class="dp"><a name="d4.11" id="d4.11">4.11 Sorting Results</a></h3>

  <p>Tthe query language should be able to express sort orderings on
  query results.</p>

  <p><strong>Status:</strong> <span class="accept">Accepted</span> <a
  href=
  "http://lists.w3.org/Archives/Public/public-rdf-dawg/2005JanMar/0358.html">2004-03-15</a>.</p>

  <h1><a name="relts" id="relts">5. Related Technologies and
  Standards</a></h1>

  <p>See the survey of existing RDF query language implementations: "<a href=
  "http://www.w3.org/2001/11/13-RDF-Query-Rules/">RDF Query Survey</a>", as
  well as the "<a href=
  "http://www.w3.org/2001/11/13-RDF-Query-Rules/terms">RDF Query and Rules
  Framework</a>".</p>

  <ul>
    <li><a href="http://www.w3.org/2001/sw/RDFCore/">RDF Core</a></li>

    <li><a href="http://www.w3.org/2001/sw/WebOnt/">OWL</a></li>

    <li>SQL-like, rule-like, and path-like RDF query languages</li>

    <li>SQL</li>

    <li><a href=
    "http://www.xml.com/pub/a/2001/04/25/prologrdf/">Prolog</a></li>

    <li><a href="http://www.topicmaps.org/xtm/">XML Topic Maps</a></li>

    <li><a href="http://www.w3.org/XML/Query">XQuery</a></li>

    <li><a href="http://www.w3.org/TR/xptr-framework/">XPointer</a></li>

    <li><a href="http://www.w3.org/2000/xp/Group/">SOAP/XMLP</a> and <a href=
    "http://www.intertwingly.net/stories/2002/07/20/restSoap.html">REST</a></li>

    <li><a href="http://web.resource.org/rss/1.0/">RDF Site Summary (RSS)
    1.0</a>, <a href="http://blogs.law.harvard.edu/tech/rss">RSS 2.0</a>,
    <a href="http://www.atomenabled.org/developers/api/atom-api-spec.php">The
    Atom API</a>, <a href=
    "http://www.atomenabled.org/developers/syndication/atom-format-spec.php">The
    Atom Syndication Format</a></li>

    <li><a href="http://www.w3.org/TR/wsdl20/">WSDL 2.0</a>, <a href=
    "http://www.w3.org/TR/xforms/">XForms</a>, <a href=
    "http://www.markbaker.ca/2003/05/RDF-Forms/">RDF Forms</a></li>
  </ul>

  <h1><a name="ack" id="ack">6. Acknowledgments</a></h1>

  <p>The editor acknowledges all of the members of the <a href=
  "http://www.w3.org/2001/sw/DataAccess/">Data Access Working Group</a> for
  aid and assistance in preparing the present document, especially Andy
  Seaborne, Yoshio Fukushige, Bryan Thompson, Howard Katz, Dave Beckett, Dan
  Connolly, and Eric Prud'hommeaux. The editor also acknowledges the support
  of his University of Maryland MIND Lab colleagues, especially Bijan Parsia
  and James Hendler.</p>

  <h1><a name="changes" id="changes">7. Change Log</a></h1>

  <p>Changes since the <a
  href="http://www.w3.org/TR/2004/WD-rdf-dawg-uc-20040802/">previous
  Oct 2004 draft</a> include:</p>

  <ul>
    <li>added <a href="#d4.11">4.11 Sorting Results</a> objective and
    supporting use case <a href="#u2.19">2.19 Building a Table of
    Contents (Publishing)</a></li>
    <li>added <a href="#r3.14">3.14 WSDL Protocol</a> requirement and
    supporting use case <a href="#u2.18">2.18 Working with Enterprise
    Web Services (Web Services)</a></li>
  </ul>
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