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We propose a revised, probabilistic model using seed ontologies to induce faceted ontology, and describe how the model can integrate into the logistics of tagging communities.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="2006-10-12" swrc:key="lastdatemodified"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="schmitz06-inducing.pdf" swrc:key="pdf"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="readnext" swrc:key="read"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="Schmitz" swrc:key="lastname"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="own" swrc:key="own"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Patrick Schmitz"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/277143fd854a06583430afae1371fad71/sosbuch"><title>Inducing Ontology from Flickr Tags.</title><link>http://www.bibsonomy.org/bibtex/277143fd854a06583430afae1371fad71/sosbuch</link><dc:creator>sosbuch</dc:creator><dc:date>2008-02-12T17:53:57+01:00</dc:date><dc:subject>clustering learning ontology sosbuch tagging toread </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Schmitz&#034;&gt;Patrick Schmitz&lt;/a&gt; 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&lt;/span&gt;&lt;em&gt;Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland, &lt;/em&gt;(&lt;em&gt;May 2006&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ezweb"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/flickr"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ontology"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/200001781e46f97dffc01bf80b224e475/berrueta"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/200001781e46f97dffc01bf80b224e475/berrueta"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.ibiblio.org/www_tagging/2006/22.pdf"/><swrc:date>Tue Nov 13 16:37:13 CET 2007</swrc:date><swrc:booktitle>Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland</swrc:booktitle><swrc:month>May</swrc:month><swrc:title>Inducing Ontology from Flickr Tags</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>ezweb flickr folksonomy ontology tagging </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Patrick Schmitz"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/29e37433979517d0eef313b4f1c6b099a/jrsinclair"><title>Inducing Ontology from Flickr Tags</title><link>http://www.bibsonomy.org/bibtex/29e37433979517d0eef313b4f1c6b099a/jrsinclair</link><dc:creator>jrsinclair</dc:creator><dc:date>2007-07-06T02:12:29+02:00</dc:date><dc:subject>flickr, folksonomy, ontologies, subsumation, </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Schmitz&#034;&gt;Patrick Schmitz&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Collaborative Web Tagging Workshop at WWW2006, &lt;/em&gt;&lt;em&gt;Edinburgh, UK, &lt;/em&gt;(&lt;em&gt;2006&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/flickr,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ontologies,"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/subsumation,"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/29e37433979517d0eef313b4f1c6b099a/jrsinclair"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/29e37433979517d0eef313b4f1c6b099a/jrsinclair"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Fri Jul 06 02:12:29 CEST 2007</swrc:date><swrc:address>Edinburgh, UK</swrc:address><swrc:booktitle>Collaborative Web Tagging Workshop at WWW2006</swrc:booktitle><swrc:title>Inducing Ontology from Flickr Tags</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>flickr, folksonomy, ontologies, subsumation, </swrc:keywords><swrc:abstract>In this paper, we describe some promising initial results in inducing ontology from the Flickr tag vocabulary, using a subsumption-based model. 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