<rdf:RDF xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:admin="http://webns.net/mvcb/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:cc="http://web.resource.org/cc/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns="http://purl.org/rss/1.0/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"><channel rdf:about="http://www.bibsonomy.org/burst/user/dolefulrabbit/folksonomy"><title>BibSonomy publications for /user/dolefulrabbit/folksonomy</title><link>http://www.bibsonomy.org/burst/user/dolefulrabbit/folksonomy</link><description>BibSonomy BuRST Feed for /user/dolefulrabbit/folksonomy</description><dc:date>2008-08-21T13:20:55+02:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/26db5d828b6bef6963cdb0d41b7563548/dolefulrabbit"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2ace5ff38dde26e6c9dbf9db4e31e6546/dolefulrabbit"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2f3254d8f1ded630a4225ab824804e837/dolefulrabbit"/></rdf:Seq></items></channel><item rdf:about="http://www.bibsonomy.org/bibtex/26db5d828b6bef6963cdb0d41b7563548/dolefulrabbit"><title>Introducing Triple Play for Improved Resource Retrieval in Collaborative Tagging Systems</title><link>http://www.bibsonomy.org/bibtex/26db5d828b6bef6963cdb0d41b7563548/dolefulrabbit</link><dc:creator>dolefulrabbit</dc:creator><dc:date>2008-05-08T11:32:59+02:00</dc:date><dc:subject>system search tagorapub tripleplay information tagora collaborative esair abbasi folksonomies staab folksonomy ecir tagging 2008 retrieval </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Rabeeh &lt;a href=&#034;http://www.bibsonomy.org/author/Abbasi&#034;&gt;Abbasi&lt;/a&gt;  and Steffen &lt;a href=&#034;http://www.bibsonomy.org/author/Staab&#034;&gt;Staab&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proceedings of ECIR&#039;08 Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR 2008), &lt;/em&gt;&lt;em&gt;32008. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/system"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/search"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagorapub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tripleplay"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/information"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagora"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/collaborative"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/esair"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/abbasi"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomies"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/staab"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ecir"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2008"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/retrieval"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/26db5d828b6bef6963cdb0d41b7563548/dolefulrabbit"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/26db5d828b6bef6963cdb0d41b7563548/dolefulrabbit"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.uni-koblenz.de/~abbasi/publications/Abbasi2008ITP.pdf"/><swrc:date>Thu May 08 11:32:59 CEST 2008</swrc:date><swrc:booktitle>Proceedings of ECIR&#039;08 Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR 2008)</swrc:booktitle><swrc:month>3</swrc:month><swrc:title>Introducing Triple Play for Improved Resource Retrieval in Collaborative Tagging Systems</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>system search tagorapub tripleplay information tagora collaborative esair abbasi folksonomies staab folksonomy ecir tagging 2008 retrieval </swrc:keywords><swrc:abstract>Collaborative tagging systems (like Flickr, del.icio.us, citeulike, etc.) are becoming more popular with passage of time. Users share their resources on tagging systems, and add keywords (called tags) to these resources. Users can search resources using these tags. But as the user gives more tags for search, he might not get sufficient search results, because the resources might not be tagged with all the related tags. 

We introduce the method Triple Play, which smoothes the tag space by user space for improved retrieval of resources. As a part of Triple Play, we also propose two new vector space models for collaborative tagging systems, SmoothVSM Dense and SmoothVSM Sparse. These vector space models exploit the user-tag co-occurrence relationship to overcome the problem of missing information in tagging systems. Finally we apply Latent Semantic Analysis to different vector space models and analyze the results. Initial experimentation show that using additional information available in tagging systems helps in improving search in tagging systems.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Rabeeh Abbasi"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Steffen Staab"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2ace5ff38dde26e6c9dbf9db4e31e6546/dolefulrabbit"><title>FolksOntology: An Integrated Approach for Turning Folksonomies into Ontologies</title><link>http://www.bibsonomy.org/bibtex/2ace5ff38dde26e6c9dbf9db4e31e6546/dolefulrabbit</link><dc:creator>dolefulrabbit</dc:creator><dc:date>2007-07-18T18:01:49+02:00</dc:date><dc:subject>ontology toread folksonomy </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;C&amp;#233;line Van &lt;a href=&#034;http://www.bibsonomy.org/author/Damme&#034;&gt;Damme&lt;/a&gt;  and Martin &lt;a href=&#034;http://www.bibsonomy.org/author/Hepp&#034;&gt;Hepp&lt;/a&gt;  and Katharina &lt;a href=&#034;http://www.bibsonomy.org/author/Siorpaes&#034;&gt;Siorpaes&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Bridging the Gep between Semantic Web and Web 2.0 (SemNet 2007), &lt;/em&gt;&lt;em&gt;page57-70. &lt;/em&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ontology"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/toread"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2ace5ff38dde26e6c9dbf9db4e31e6546/dolefulrabbit"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2ace5ff38dde26e6c9dbf9db4e31e6546/dolefulrabbit"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/ws/eswc2007/proc/FolksOntology.pdf"/><swrc:date>Wed Jul 18 18:01:49 CEST 2007</swrc:date><swrc:booktitle>Bridging the Gep between Semantic Web and Web 2.0 (SemNet 2007)</swrc:booktitle><swrc:pages>57-70</swrc:pages><swrc:title>FolksOntology: An Integrated Approach for Turning Folksonomies into Ontologies</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>ontology toread folksonomy </swrc:keywords><swrc:abstract>We can observe that the amount of non-toy domain ontologies is still
very limited for many areas of interest. In contrast, folksonomies are widely in
use for (1) tagging Web pages (e.g. del.icio.us), (2) annotating pictures (e.g.
flickr), or (3) classifying scholarly publications (e.g. bibsonomy). However,
such folksonomies cannot offer the expressivity of ontologies, and the
respective tags often lack a context-independent and intersubjective definition
of meaning. Also, folksonomies and other unsupervised vocabularies frequently
suffer from inconsistencies and redundancies. In this paper, we argue that the
social interaction manifested in folksonomies and in their usage should be
exploited for building and maintaining ontologies. Then, we sketch a
comprehensive approach for deriving ontologies from folksonomies by
integrating multiple resources and techniques. In detail, we suggest combining
(1) the statistical analysis of folksonomies, associated usage data, and their
implicit social networks, (2) online lexical resources like dictionaries, Wordnet,
Google and Wikipedia, (3) ontologies and Semantic Web resources, (4)
ontology mapping and matching approaches, and (5) functionality that helps
human actors in achieving and maintaining consensus over ontology element
suggestions resulting from the preceding steps.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Céline Van Damme"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Hepp"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Katharina Siorpaes"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2f3254d8f1ded630a4225ab824804e837/dolefulrabbit"><title>Mining Association Rules in Folksonomies</title><link>http://www.bibsonomy.org/bibtex/2f3254d8f1ded630a4225ab824804e837/dolefulrabbit</link><dc:creator>dolefulrabbit</dc:creator><dc:date>2006-07-17T14:45:14+02:00</dc:date><dc:subject>analysis network seminar2006 association toread semantic folksonomy rules 2006 </dc:subject><content:encoded>&lt;span style=&#034;color:#555555;&#034;&gt;Christoph &lt;a href=&#034;http://www.bibsonomy.org/author/Schmitz&#034;&gt;Schmitz&lt;/a&gt;  and Andreas &lt;a href=&#034;http://www.bibsonomy.org/author/Hotho&#034;&gt;Hotho&lt;/a&gt;  and Robert &lt;a href=&#034;http://www.bibsonomy.org/author/Jäschke&#034;&gt;J&amp;#228;schke&lt;/a&gt;  and Gerd &lt;a href=&#034;http://www.bibsonomy.org/author/Stumme&#034;&gt;Stumme&lt;/a&gt;  &lt;/span&gt;&lt;em&gt;Proc. IFCS 2006 Conference, &lt;/em&gt;&lt;em&gt;Ljubljana, &lt;/em&gt;&lt;em&gt;July2006. &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/network"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/seminar2006"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/association"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/toread"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rules"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2006"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2f3254d8f1ded630a4225ab824804e837/dolefulrabbit"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2f3254d8f1ded630a4225ab824804e837/dolefulrabbit"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/hotho/pub/2006/schmitz2006asso_ifcs.pdf"/><swrc:date>Mon Jul 17 14:45:14 CEST 2006</swrc:date><swrc:address>Ljubljana</swrc:address><swrc:booktitle>Proc.  IFCS 2006 Conference</swrc:booktitle><swrc:month>July</swrc:month><swrc:title>Mining Association Rules in Folksonomies</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>analysis network seminar2006 association toread semantic folksonomy rules 2006 </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Christoph Schmitz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Robert Jäschke"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gerd Stumme"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication></item></rdf:RDF>