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<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:burst="http://xmlns.com/burst/0.1/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns="http://purl.org/rss/1.0/" xmlns:admin="http://webns.net/mvcb/" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:cc="http://web.resource.org/cc/"><channel rdf:about="http://www.bibsonomy.org/user/wnpxrz/tagging"><title>BibSonomy publications for /user/wnpxrz/tagging</title><link>BibSonomyburst/user/wnpxrz/tagging</link><description>BibSonomy RSS feed for /user/wnpxrz/tagging</description><dc:date>2012-02-16T14:09:49+01:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/29de59a9efdc8b41446bfdcac2901b999/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/278fd64c3db55e6387ebdeb6c40054542/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2281943ad0a7c81ad975f0a4c7de43447/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2ad31989b2393f5d0c4e8be8dbb613141/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/27f7ac73677841b4580461d408e83495a/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/276f12c6eccaf91e85db3ce6fb7fed03f/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2bb08b9c306562a46033632b33e2bb856/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/27be112719b93a4d4263407afbf05cce1/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2dd5ccfe1f5bef87cefd2a000e31d6558/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2db794dcfb41cae7a5147a8234f7ea2eb/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/24d6bfbd16ba976f4a4aae985c2a92449/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/206f68f9fe46dc6d0f646d932e428dec9/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2baf236eafcb9b39d34339a798bfef58b/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2b1cb4183d3ad183709ed11780f1b5fdf/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25fbd24f07fe8784b516e69b0eb3192f3/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2157846898c1c2a65c265a913ebac115a/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/258f1705eb270c20c6aaea2377f88e664/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/24440c3ca148004f3759456eac34e84fa/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2e48f3552d61c3ac40bd38e73e21d1a91/wnpxrz"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/2dd714f84969ebcb7436b3fa08b8993e2/wnpxrz"/></rdf:Seq></items></channel><item rdf:about="http://www.bibsonomy.org/bibtex/29de59a9efdc8b41446bfdcac2901b999/wnpxrz"><title>Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge</title><link>http://www.bibsonomy.org/bibtex/29de59a9efdc8b41446bfdcac2901b999/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2010-05-05T20:26:05+02:00</dc:date><dc:subject>knowledge ontology semantic semanticweb tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Benz&#034;&gt;Dominik Benz&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;,  and &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of the 2nd Web Science Conference WebSci09, &lt;/em&gt;&lt;em&gt;Raleigh, NC, USA, &lt;/em&gt;(&lt;em&gt;2010&lt;/em&gt;)&lt;em&gt;to appear
		    .
	    &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/knowledge"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ontology"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semanticweb"/><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/29de59a9efdc8b41446bfdcac2901b999/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/29de59a9efdc8b41446bfdcac2901b999/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed May 05 20:26:05 CEST 2010</swrc:date><swrc:address>Raleigh, NC, USA</swrc:address><swrc:booktitle>Proceedings of the 2nd Web Science Conference (WebSci09)</swrc:booktitle><swrc:note>(to appear)</swrc:note><swrc:title>Semantics made by you and me: Self-emerging ontologies can capture the diversity of shared knowledge</swrc:title><swrc:year>2010</swrc:year><swrc:keywords>knowledge ontology semantic semanticweb tagging </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Gerd Stumme"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/278fd64c3db55e6387ebdeb6c40054542/wnpxrz"><title>Semantic Analysis of Tag Similarity Measures in Collaborative Tagging   Systems</title><link>http://www.bibsonomy.org/bibtex/278fd64c3db55e6387ebdeb6c40054542/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-05-19T17:48:01+02:00</dc:date><dc:subject>measure semantic similarity tag tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Cattuto&#034;&gt;Ciro Cattuto&lt;/a&gt;, &lt;a href=&#034;/author/Benz&#034;&gt;Dominik Benz&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;,  and &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt; &lt;/span&gt;(&lt;em&gt;2008&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/measure"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/similarity"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tag"/><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/278fd64c3db55e6387ebdeb6c40054542/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/278fd64c3db55e6387ebdeb6c40054542/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="http://www.citebase.org/abstract?id=oai:arXiv.org:0805.2045"/><swrc:date>Mon May 19 17:48:01 CEST 2008</swrc:date><swrc:title>Semantic Analysis of Tag Similarity Measures in Collaborative Tagging   Systems</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>measure semantic similarity tag tagging </swrc:keywords><swrc:abstract> Social bookmarking systems allow users to organise collections of resources on the Web in a collaborative fashion. The increasing popularity of these systems as well as first insights into their emergent semantics have made them relevant to disciplines like knowledge extraction and ontology learning. The problem of devising methods to measure the semantic relatedness between tags and characterizing it semantically is still largely open. Here we analyze three measures of tag relatedness: tag co-occurrence, cosine similarity of co-occurrence distributions, and FolkRank, an adaptation of the PageRank algorithm to folksonomies. Each measure is computed on tags from a large-scale dataset crawled from the social bookmarking system del.icio.us. To provide a semantic grounding of our findings, a connection to WordNet (a semantic lexicon for the English language) is established by mapping tags into synonym sets of WordNet, and applying there well-known metrics of semantic similarity. Our results clearly expose different characteristics of the selected measures of relatedness, making them applicable to different subtasks of knowledge extraction such as synonym detection or discovery of concept hierarchies.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ciro Cattuto"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Dominik Benz"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gerd Stumme"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>[0805.2045] Semantic Analysis of Tag Similarity Measures in Collaborative Tagging Systems</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2281943ad0a7c81ad975f0a4c7de43447/wnpxrz"><title>Usage patterns of collaborative tagging systems</title><link>http://www.bibsonomy.org/bibtex/2281943ad0a7c81ad975f0a4c7de43447/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-04-03T16:31:54+02:00</dc:date><dc:subject>collaborative tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Golder&#034;&gt;S.A. Golder&lt;/a&gt;,  and &lt;a href=&#034;/author/Huberman&#034;&gt;B.A. Huberman&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Journal of Information Science&lt;/em&gt; &lt;em&gt;32(2):198&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/collaborative"/><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/2281943ad0a7c81ad975f0a4c7de43447/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2281943ad0a7c81ad975f0a4c7de43447/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Thu Apr 03 16:31:54 CEST 2008</swrc:date><swrc:journal>Journal of Information Science</swrc:journal><swrc:number>2</swrc:number><swrc:pages>198</swrc:pages><swrc:title>{Usage patterns of collaborative tagging systems}</swrc:title><swrc:volume>32</swrc:volume><swrc:year>2006</swrc:year><swrc:keywords>collaborative tagging </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="S.A. Golder"/></rdf:_1><rdf:_2><swrc:Person swrc:name="B.A. Huberman"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>introduces different categories of tags (eg task-organising, categories, etc)</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2ad31989b2393f5d0c4e8be8dbb613141/wnpxrz"><title>Position Paper: Ontology Learning from Folksonomies.</title><link>http://www.bibsonomy.org/bibtex/2ad31989b2393f5d0c4e8be8dbb613141/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-24T17:57:10+01:00</dc:date><dc:subject>ontology tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Benz&#034;&gt;Dominik Benz&lt;/a&gt;,  and &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt; &lt;/span&gt;&lt;em&gt;LWA 2007: Lernen - Wissen - Adaption, Halle, September 2007, Workshop Proceedings LWA, &lt;/em&gt;&lt;em&gt;page 109-112. &lt;/em&gt;&lt;em&gt;Martin-Luther-University Halle-Wittenberg, &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/tagging"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2ad31989b2393f5d0c4e8be8dbb613141/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2ad31989b2393f5d0c4e8be8dbb613141/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/lwa/lwa2007.html#BenzH07"/><swrc:date>Thu Jan 24 17:57:10 CET 2008</swrc:date><swrc:booktitle>LWA 2007: Lernen - Wissen - Adaption, Halle, September 2007, Workshop Proceedings (LWA)</swrc:booktitle><swrc:crossref>conf/lwa/2007</swrc:crossref><swrc:pages>109-112</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Martin-Luther-University Halle-Wittenberg"/></swrc:publisher><swrc:title>Position Paper: Ontology Learning from Folksonomies.</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>ontology tagging </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="978-3-86010-907-6" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2007-11-16" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Alexander Hinneburg"/></rdf:_1></rdf:Seq></swrc:editor></rdf:Description></burst:publication><description>dblp</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/27f7ac73677841b4580461d408e83495a/wnpxrz"><title>Using WordNet to turn a folksonomy into a hierarchy of concepts</title><link>http://www.bibsonomy.org/bibtex/27f7ac73677841b4580461d408e83495a/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-24T17:56:59+01:00</dc:date><dc:subject>ontology tagging wordnet </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Laniado&#034;&gt;David Laniado&lt;/a&gt;, &lt;a href=&#034;/author/Eynard&#034;&gt;Davide Eynard&lt;/a&gt;,  and &lt;a href=&#034;/author/Colombetti&#034;&gt;Marco Colombetti&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Semantic Web Application and Perspectives - Fourth Italian Semantic Web Workshop, &lt;/em&gt;&lt;em&gt;page 192--201. &lt;/em&gt;(&lt;em&gt;December 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/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/wordnet"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/27f7ac73677841b4580461d408e83495a/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/27f7ac73677841b4580461d408e83495a/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://home.dei.polimi.it/eynard/papers/swap2007.pdf"/><swrc:date>Thu Jan 24 17:56:59 CET 2008</swrc:date><swrc:booktitle>Semantic Web Application and Perspectives - Fourth Italian Semantic Web Workshop</swrc:booktitle><swrc:month>Dec</swrc:month><swrc:pages>192--201</swrc:pages><swrc:title>Using WordNet to turn a folksonomy into a hierarchy of concepts</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>ontology tagging wordnet </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="David Laniado"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Davide Eynard"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Marco Colombetti"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/276f12c6eccaf91e85db3ce6fb7fed03f/wnpxrz"><title>FolksOntology: An Integrated Approach for Turning Folksonomies into
	Ontologies</title><link>http://www.bibsonomy.org/bibtex/276f12c6eccaf91e85db3ce6fb7fed03f/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-24T17:56:46+01:00</dc:date><dc:subject>ontology tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Damme&#034;&gt;C�line Van Damme&lt;/a&gt;, &lt;a href=&#034;/author/Hepp&#034;&gt;Martin Hepp&lt;/a&gt;,  and &lt;a href=&#034;/author/Siorpaes&#034;&gt;Katharina 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;page 57-70. &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/tagging"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/276f12c6eccaf91e85db3ce6fb7fed03f/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/276f12c6eccaf91e85db3ce6fb7fed03f/wnpxrz"/><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>Thu Jan 24 17:56:46 CET 2008</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 tagging </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:hasExtraField><swrc:Field swrc:value="DaHS07.pdf:folksonomies\\DaHS07.pdf:PDF" swrc:key="file"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="C�line 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/2bb08b9c306562a46033632b33e2bb856/wnpxrz"><title>Tag Ontology</title><link>http://www.bibsonomy.org/bibtex/2bb08b9c306562a46033632b33e2bb856/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-24T17:54:55+01:00</dc:date><dc:subject>ontology tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Newman&#034;&gt;Richard Newman&lt;/a&gt;, &lt;a href=&#034;/author/Ayers&#034;&gt;Danny Ayers&lt;/a&gt;,  and &lt;a href=&#034;/author/Russell&#034;&gt;Seth Russell&lt;/a&gt; &lt;/span&gt;(&lt;em&gt;December 2005&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/tagging"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2bb08b9c306562a46033632b33e2bb856/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2bb08b9c306562a46033632b33e2bb856/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="http://www.holygoat.co.uk/owl/redwood/0.1/tags/"/><swrc:date>Thu Jan 24 17:54:55 CET 2008</swrc:date><swrc:month>December</swrc:month><swrc:title>Tag Ontology</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>ontology tagging </swrc:keywords><swrc:abstract>An ontology that describes tags, as used in the popular del.icio.us and Flickr systems, and allows for relationships between tags to be described.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Richard Newman"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Danny Ayers"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Seth Russell"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/27be112719b93a4d4263407afbf05cce1/wnpxrz"><title>The Dynamics and Semantics of Collaborative Tagging</title><link>http://www.bibsonomy.org/bibtex/27be112719b93a4d4263407afbf05cce1/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-24T17:54:07+01:00</dc:date><dc:subject>collaborative filtering tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Halpin&#034;&gt;Harry Halpin&lt;/a&gt;, &lt;a href=&#034;/author/Robu&#034;&gt;Valentin Robu&lt;/a&gt;,  and &lt;a href=&#034;/author/Shepard&#034;&gt;Hana Shepard&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of the 1st Semantic Authoring and Annotation Workshop SAAW&amp;#039;06, &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/collaborative"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/filtering"/><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/27be112719b93a4d4263407afbf05cce1/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/27be112719b93a4d4263407afbf05cce1/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-209/saaw06-full01-halpin.pdf"/><swrc:date>Thu Jan 24 17:54:07 CET 2008</swrc:date><swrc:booktitle>Proceedings of the 1st Semantic Authoring and Annotation Workshop (SAAW&#039;06)</swrc:booktitle><swrc:title>The Dynamics and Semantics of Collaborative Tagging </swrc:title><swrc:year>2006</swrc:year><swrc:keywords>collaborative filtering tagging </swrc:keywords><swrc:abstract>The debate within the Web community over the optimal means by which to organize information often pits formalized classifications against distributed collaborative tagging systems. A number of questions remain unanswered, however, regarding the nature of collaborative tagging systems including the dynamics of such systems and whether coherent classification schemes can emerge from undirected tagging by users. Currently millions of users are using collaborative tagging without centrally organizing principles, and many suspect this exhibits features considered to be indicative of a complex system. If this is the case, it remains to be seem whether collaborative tagging by users over time leads to emergent classi- fication schemes that could be formalized into an ontology usable by the Semantic Web. This paper uses data from “popular” tagged sites on the social bookmarking site del.icio.us to examine the dynamics of such collaborative tagging systems. In particular, we are trying to determine whether the distribution of tag frequencies stabilizes, which indicates a degree of cohesion or consensus among users about the optimal tags to describe particular sites. We use tag co-occurrence networks for a sample domain of tags to analyze the meaning of particular tags given their relationship to other tags and automatically create an ontology. We also produce a generative model of collaborative tagging in order to model and understand some of the basic dynamics behind the process.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Harry Halpin"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Valentin Robu"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Hana Shepard"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2dd5ccfe1f5bef87cefd2a000e31d6558/wnpxrz"><title>AutoTag: a collaborative approach to automated tag assignment for weblog posts</title><link>http://www.bibsonomy.org/bibtex/2dd5ccfe1f5bef87cefd2a000e31d6558/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-18T15:46:08+01:00</dc:date><dc:subject>blog tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Mishne&#034;&gt;Gilad Mishne&lt;/a&gt; &lt;/span&gt;&lt;em&gt;WWW &amp;#039;06: Proceedings of the 15th international conference on World Wide Web, &lt;/em&gt;&lt;em&gt;page 953--954. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM Press, &lt;/em&gt;(&lt;em&gt;2006&lt;/em&gt;)&lt;em&gt;paper presented at the poster track
		    .
	    &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/blog"/><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/2dd5ccfe1f5bef87cefd2a000e31d6558/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2dd5ccfe1f5bef87cefd2a000e31d6558/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://2006.org/programme/item.php?id=p11"/><swrc:date>Fri Jan 18 15:46:08 CET 2008</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>WWW &#039;06: Proceedings of the 15th international conference on World Wide Web</swrc:booktitle><swrc:note>paper presented at the poster track</swrc:note><swrc:pages>953--954</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM Press"/></swrc:publisher><swrc:title>AutoTag: a collaborative approach to automated tag assignment for weblog posts</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>blog tagging </swrc:keywords><swrc:abstract>This paper describes AutoTag, a tool which suggests tags for weblog posts using collaborative filtering methods. An evaluation of AutoTag on a large collection of posts shows good accuracy; coupled with the blogger&#039;s final quality control, AutoTag assists both in simplifying the tagging process and in improving its quality.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="2006-08-27" swrc:key="lastdatemodified"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="mishne06-autotag.pdf" swrc:key="pdf"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="notread" swrc:key="read"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="Mishne" swrc:key="lastname"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="notown" swrc:key="own"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Gilad Mishne"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2db794dcfb41cae7a5147a8234f7ea2eb/wnpxrz"><title>SemKey: A Semantic Collaborative Tagging System</title><link>http://www.bibsonomy.org/bibtex/2db794dcfb41cae7a5147a8234f7ea2eb/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2008-01-12T11:42:06+01:00</dc:date><dc:subject>ontology semanticweb tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Marchetti&#034;&gt;Andrea Marchetti&lt;/a&gt;, &lt;a href=&#034;/author/Tesconi&#034;&gt;Maurizio Tesconi&lt;/a&gt;, &lt;a href=&#034;/author/Ronzano&#034;&gt;Francesco Ronzano&lt;/a&gt;, &lt;a href=&#034;/author/Rosella&#034;&gt;Marco Rosella&lt;/a&gt;,  and &lt;a href=&#034;/author/Minutoli&#034;&gt;Salvatore Minutoli&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proc. WWW 2007 Workshop on Tagging and Metadata for Social Information Organization, &lt;/em&gt;&lt;em&gt;Banff, Canada, &lt;/em&gt;(&lt;em&gt;May 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/semanticweb"/><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/2db794dcfb41cae7a5147a8234f7ea2eb/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2db794dcfb41cae7a5147a8234f7ea2eb/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www2007.org/workshops/paper_45.pdf"/><swrc:date>Sat Jan 12 11:42:06 CET 2008</swrc:date><swrc:address>Banff, Canada</swrc:address><swrc:booktitle>Proc. WWW 2007 Workshop on Tagging and Metadata for Social Information Organization</swrc:booktitle><swrc:month>May</swrc:month><swrc:title>SemKey: A Semantic Collaborative Tagging System </swrc:title><swrc:year>2007</swrc:year><swrc:keywords>ontology semanticweb tagging </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andrea Marchetti"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Maurizio Tesconi"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Francesco Ronzano"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Marco Rosella"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Salvatore Minutoli"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Andrea Marchetti, Maurizio Tesconi, Francesco Ronzano, Marco Rosella - Proc. WWW 2007 Workshop on Tagging and Metadata for Social Information Organization - May 2007 - Banff, Canada</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/24d6bfbd16ba976f4a4aae985c2a92449/wnpxrz"><title>Vocabulary growth in collaborative tagging systems</title><link>http://www.bibsonomy.org/bibtex/24d6bfbd16ba976f4a4aae985c2a92449/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-12-04T16:09:52+01:00</dc:date><dc:subject>collaborative tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Cattuto&#034;&gt;Ciro Cattuto&lt;/a&gt;, &lt;a href=&#034;/author/Baldassarri&#034;&gt;Andrea Baldassarri&lt;/a&gt;, &lt;a href=&#034;/author/Servedio&#034;&gt;Vito D. P. Servedio&lt;/a&gt;,  and &lt;a href=&#034;/author/Loreto&#034;&gt;Vittorio Loreto&lt;/a&gt; &lt;/span&gt;(&lt;em&gt;2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/collaborative"/><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/24d6bfbd16ba976f4a4aae985c2a92449/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24d6bfbd16ba976f4a4aae985c2a92449/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="http://www.citebase.org/abstract?id=oai:arXiv.org:0704.3316"/><swrc:date>Tue Dec 04 16:09:52 CET 2007</swrc:date><swrc:title>Vocabulary growth in collaborative tagging systems</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>collaborative tagging </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ciro Cattuto"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andrea Baldassarri"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Vito D. P. Servedio"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Vittorio Loreto"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Vocabulary growth in collaborative tagging systems</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/206f68f9fe46dc6d0f646d932e428dec9/wnpxrz"><title>Improving Tag-Clouds as Visual Information Retrieval Interfaces</title><link>http://www.bibsonomy.org/bibtex/206f68f9fe46dc6d0f646d932e428dec9/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-12-03T17:37:36+01:00</dc:date><dc:subject>cloid ir proj:bk proj:et tag tagging visualization </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Hassan-Montero&#034;&gt;Y. Hassan-Montero&lt;/a&gt;,  and &lt;a href=&#034;/author/Herrero-Solana&#034;&gt;V. Herrero-Solana&lt;/a&gt; &lt;/span&gt;&lt;em&gt;InScit2006: International Conference on Multidisciplinary Information Sciences and Technologies, &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/cloid"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ir"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/proj:bk"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/proj:et"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tag"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/visualization"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/206f68f9fe46dc6d0f646d932e428dec9/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/206f68f9fe46dc6d0f646d932e428dec9/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://nosolousabilidad.com/hassan/improving_tagclouds.pdf"/><swrc:date>Mon Dec 03 17:37:36 CET 2007</swrc:date><swrc:booktitle>InScit2006: International Conference on Multidisciplinary Information Sciences and Technologies</swrc:booktitle><swrc:title>Improving Tag-Clouds as Visual Information Retrieval Interfaces</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>cloid ir proj:bk proj:et tag tagging visualization </swrc:keywords><swrc:abstract>Tagging-based systems enable users to categorize web resources by means of tags (freely chosen keywords), in order to re-finding these resources later. Tagging is implicitly also a social indexing process, since users share their tags and resources, constructing a social tag index, so-called folksonomy. At the same time of tagging-based system, has been popularised an interface model for visual information retrieval known as Tag-Cloud. In this model, the most frequently used tags are displayed in alphabetical order. This paper presents a novel approach to Tag-Cloud’s tags selection, and proposes the use of clustering algorithms for visual layout, with the aim of improve browsing experience. The results suggest that presented approach reduces the semantic density of tag set, and improves the visual consistency of Tag-Cloud layout.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0" swrc:key="priority"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2045619" swrc:key="citeulike-article-id"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="proposes using k-clustering and some sort of semantic sorting to refactor tag cloud layout to improve browsing. Not clear on how they actually do it." swrc:key="comment"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Y. Hassan-Montero"/></rdf:_1><rdf:_2><swrc:Person swrc:name="V. Herrero-Solana"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>CiteULike: Improving Tag-Clouds as Visual Information Retrieval Interfaces</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2baf236eafcb9b39d34339a798bfef58b/wnpxrz"><title>ConTag: A semantic tag recommendation system</title><link>http://www.bibsonomy.org/bibtex/2baf236eafcb9b39d34339a798bfef58b/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-11-21T16:05:02+01:00</dc:date><dc:subject>recommendersystems tagging tags </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Adrian&#034;&gt;Benjamin Adrian&lt;/a&gt;, &lt;a href=&#034;/author/Sauermann&#034;&gt;Leo Sauermann&lt;/a&gt;,  and &lt;a href=&#034;/author/Roth-Berghofer&#034;&gt;Thomas Roth-Berghofer&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of I-Semantics&amp;#039; 07, &lt;/em&gt;&lt;em&gt;page pp. 297-304. &lt;/em&gt;&lt;em&gt;JUCS, &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/recommendersystems"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tags"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2baf236eafcb9b39d34339a798bfef58b/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2baf236eafcb9b39d34339a798bfef58b/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.dfki.uni-kl.de/~sauermann/papers/horak+2007a.pdf"/><swrc:date>Wed Nov 21 16:05:02 CET 2007</swrc:date><swrc:booktitle>Proceedings of I-Semantics&#039; 07</swrc:booktitle><swrc:pages>pp. 297-304</swrc:pages><swrc:publisher><swrc:Organization swrc:name="JUCS"/></swrc:publisher><swrc:title>ConTag: A semantic tag recommendation system</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>recommendersystems tagging tags </swrc:keywords><swrc:abstract>ConTag is an approach to generate semantic tag recommendations for
	documents
	
	based on Semantic Web ontologies and Web 2.0 services. We designed
	and implemented
	
	a process to normalize documents to RDF format, extract document topics
	
	using Web 2.0 services and finally match extracted topics to a Semantic
	Web ontology.
	
	Due to ConTag we are able to show that the information provided by
	Web 2.0 services
	
	in combination with a Semantic Web ontology enables the generation
	of relevant semantic
	
	tag recommendations for documents. The main contribution of this work
	is a
	
	semantic tag recommendation process based on a choreography of Web
	2.0 services.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="2007.09.12" swrc:key="timestamp"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="adrian+2007a.pdf" swrc:key="pdf"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="sauermann" swrc:key="owner"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="ISSN 0948-6968" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Benjamin Adrian"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Leo Sauermann"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Thomas Roth-Berghofer"/></rdf:_3></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Tassilo Pellegrini"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Sebastian Schaffert"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication><description>iknow2007 publications</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2b1cb4183d3ad183709ed11780f1b5fdf/wnpxrz"><title>Web Page Recommender System based on Folksonomy Mining for ITNG 06 Submissions</title><link>http://www.bibsonomy.org/bibtex/2b1cb4183d3ad183709ed11780f1b5fdf/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-11-19T15:49:43+01:00</dc:date><dc:subject>collaborative filtering folksonomy imported recommendersystems tagging tags web </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Niwa&#034;&gt;S. Niwa&lt;/a&gt;, &lt;a href=&#034;/author/Doi&#034;&gt;Takuo Doi&lt;/a&gt;,  and &lt;a href=&#034;/author/Honiden&#034;&gt;S. Honiden&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Information Technology: New Generations, 2006. ITNG 2006. Third International Conference on, &lt;/em&gt;&lt;em&gt;page 388- 393. &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/collaborative"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/filtering"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/imported"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommendersystems"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tags"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2b1cb4183d3ad183709ed11780f1b5fdf/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2b1cb4183d3ad183709ed11780f1b5fdf/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1611624"/><swrc:date>Mon Nov 19 15:49:43 CET 2007</swrc:date><swrc:booktitle>Information Technology: New Generations, 2006. ITNG 2006. Third International Conference on</swrc:booktitle><swrc:pages>388- 393</swrc:pages><swrc:title>Web Page Recommender System based on Folksonomy Mining for ITNG 06 Submissions</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>collaborative filtering folksonomy imported recommendersystems tagging tags web </swrc:keywords><swrc:abstract>There have been many attempts to construct web page recommender systems using collaborative filtering. But the domains these systems can cover are very restricted because it is very difficult to assemble user preference data to web pages, and the number of web pages on the Internet is too large. In this paper, we propose the way to construct a new type of web page recommender system covering all over the Internet, by using Folksonomy and Social Bookmark which are getting very popular in these days.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0-7695-2497-4" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1109/ITNG.2006.140" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="S. Niwa"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Takuo Doi"/></rdf:_2><rdf:_3><swrc:Person swrc:name="S. Honiden"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Welcome to IEEE Xplore 2.0: Web Page Recommender System based on Folksonomy Mining for ITNG ’06 Submissions</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/25fbd24f07fe8784b516e69b0eb3192f3/wnpxrz"><title>Cubic Analysis of Social Bookmarking for Personalized Recommendation</title><link>http://www.bibsonomy.org/bibtex/25fbd24f07fe8784b516e69b0eb3192f3/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-11-19T15:48:13+01:00</dc:date><dc:subject>bookmarking collaborative filtering recommendersystems social tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Xu&#034;&gt;Yanfei Xu&lt;/a&gt;, &lt;a href=&#034;/author/Zhang&#034;&gt;Liang Zhang&lt;/a&gt;,  and &lt;a href=&#034;/author/Liu&#034;&gt;Wei Liu&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Frontiers of WWW Research and Development - APWeb 2006&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/bookmarking"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/collaborative"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/filtering"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommendersystems"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><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/25fbd24f07fe8784b516e69b0eb3192f3/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25fbd24f07fe8784b516e69b0eb3192f3/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/11610113_66"/><swrc:date>Mon Nov 19 15:48:13 CET 2007</swrc:date><swrc:journal>Frontiers of WWW Research and Development - APWeb 2006</swrc:journal><swrc:pages>733--738</swrc:pages><swrc:title>Cubic Analysis of Social Bookmarking for Personalized Recommendation</swrc:title><swrc:year>2006</swrc:year><swrc:keywords>bookmarking collaborative filtering recommendersystems social tagging </swrc:keywords><swrc:abstract>Personalized recommendation is used to conquer the information overload problem, and collaborative filtering recommendation (CF) is one of the most successful recommendation techniques to date. However, CF becomes less effective when users have multiple interests, because users have similar taste in one aspect may behave quite different in other aspects. Information got from social bookmarking websites not only tells what a user likes, but also why he or she likes it. This paper proposes a division algorithm and a CubeSVD algorithm to analysis this information, distill the interrelations between different usersâ various interests, and make better personalized recommendation based on them. Experiment reveals the superiority of our method over traditional CF methods.
ER  -</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Yanfei Xu"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Liang Zhang"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Wei Liu"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>SpringerLink - Book Chapter</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2157846898c1c2a65c265a913ebac115a/wnpxrz"><title>Personalized Tag Recommendations via Tagging and Content-based Similarity Metrics</title><link>http://www.bibsonomy.org/bibtex/2157846898c1c2a65c265a913ebac115a/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-11-19T15:46:45+01:00</dc:date><dc:subject>content recommendersystems tag tagging tags </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Byde&#034;&gt;Andrew Byde&lt;/a&gt;, &lt;a href=&#034;/author/Wan&#034;&gt;Hui Wan&lt;/a&gt;,  and &lt;a href=&#034;/author/Cayzer&#034;&gt;Steve Cayzer&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of the International Conference on Weblogs and Social Media, &lt;/em&gt;(&lt;em&gt;March 2007&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/content"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommendersystems"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tag"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tags"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2157846898c1c2a65c265a913ebac115a/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2157846898c1c2a65c265a913ebac115a/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.icwsm.org/papers/paper47.html"/><swrc:date>Mon Nov 19 15:46:45 CET 2007</swrc:date><swrc:booktitle>Proceedings of the International Conference on Weblogs and Social Media</swrc:booktitle><swrc:month>March</swrc:month><swrc:title>Personalized Tag Recommendations via Tagging and Content-based Similarity Metrics</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>content recommendersystems tag tagging tags </swrc:keywords><swrc:abstract>This short paper describes a novel technique for generating personalized tag recommendations for users of social book- marking sites such as del.icio.us. Existing techniques recom- mend tags on the basis of their popularity among the group of all users; on the basis of recent use; or on the basis of simple heuristics to extract keywords from the url being tagged. Our method is designed to complement these approaches, and is based on recommending tags from urls that are similar to the one in question, according to two distinct similarity metrics, whose principal utility covers complementary cases.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="5" swrc:key="priority"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andrew Byde"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Hui Wan"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Steve Cayzer"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/258f1705eb270c20c6aaea2377f88e664/wnpxrz"><title>P-TAG: large scale automatic generation of personalized annotation tags for the web</title><link>http://www.bibsonomy.org/bibtex/258f1705eb270c20c6aaea2377f88e664/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-10-20T16:26:01+02:00</dc:date><dc:subject>imported tagging tags web </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Chirita&#034;&gt;Paul Alexandru Chirita&lt;/a&gt;, &lt;a href=&#034;/author/Costache&#034;&gt;Stefania Costache&lt;/a&gt;, &lt;a href=&#034;/author/Nejdl&#034;&gt;Wolfgang Nejdl&lt;/a&gt;,  and &lt;a href=&#034;/author/Handschuh&#034;&gt;Siegfried Handschuh&lt;/a&gt; &lt;/span&gt;&lt;em&gt;WWW &amp;#039;07: Proceedings of the 16th international conference on World Wide Web, &lt;/em&gt;&lt;em&gt;page 845--854. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM Press, &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/imported"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tags"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/258f1705eb270c20c6aaea2377f88e664/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/258f1705eb270c20c6aaea2377f88e664/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1242686"/><swrc:date>Sat Oct 20 16:26:01 CEST 2007</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>WWW &#039;07: Proceedings of the 16th international conference on World Wide Web</swrc:booktitle><swrc:pages>845--854</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM Press"/></swrc:publisher><swrc:title>P-TAG: large scale automatic generation of personalized annotation tags for the web</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>imported tagging tags web </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Banff, Alberta, Canada" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-59593-654-7" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1242572.1242686" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Paul Alexandru Chirita"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Stefania Costache"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Wolfgang Nejdl"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Siegfried Handschuh"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>P-TAG</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/24440c3ca148004f3759456eac34e84fa/wnpxrz"><title>FCA-based approach for mining contextualized folksonomy</title><link>http://www.bibsonomy.org/bibtex/24440c3ca148004f3759456eac34e84fa/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-10-14T10:45:51+02:00</dc:date><dc:subject>fca folksonomy imported mining tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Kim&#034;&gt;Hak Lae Kim&lt;/a&gt;, &lt;a href=&#034;/author/Hwang&#034;&gt;Suk Hyung Hwang&lt;/a&gt;,  and &lt;a href=&#034;/author/Kim&#034;&gt;Hong Gee Kim&lt;/a&gt; &lt;/span&gt;&lt;em&gt;SAC &amp;#039;07: Proceedings of the 2007 ACM symposium on Applied computing, &lt;/em&gt;&lt;em&gt;page 1340--1345. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM Press, &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/fca"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/imported"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/mining"/><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/24440c3ca148004f3759456eac34e84fa/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24440c3ca148004f3759456eac34e84fa/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://portal.acm.org/citation.cfm?id=1244002.1244292"/><swrc:date>Sun Oct 14 10:45:51 CEST 2007</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>SAC &#039;07: Proceedings of the 2007 ACM symposium on Applied computing</swrc:booktitle><swrc:pages>1340--1345</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM Press"/></swrc:publisher><swrc:title>FCA-based approach for mining contextualized folksonomy</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>fca folksonomy imported mining tagging </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="Seoul, Korea" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1-59593-480-4" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1244002.1244292" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Hak Lae Kim"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Suk Hyung Hwang"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Hong Gee Kim"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>FCA-based approach for mining contextualized folksonomy</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2e48f3552d61c3ac40bd38e73e21d1a91/wnpxrz"><title>Learning User Profiles from Tagging Data and Leveraging them for Personalized Information Access</title><link>http://www.bibsonomy.org/bibtex/2e48f3552d61c3ac40bd38e73e21d1a91/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-10-07T15:16:05+02:00</dc:date><dc:subject>learning personalization profile tagging user </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Michlmayr&#034;&gt;Elke Michlmayr&lt;/a&gt;,  and &lt;a href=&#034;/author/Cayzer&#034;&gt;Steve Cayzer&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Tagging and Metadata for Social Information Organization Workshop, WWW07, &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/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/personalization"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/profile"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tagging"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/user"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2e48f3552d61c3ac40bd38e73e21d1a91/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2e48f3552d61c3ac40bd38e73e21d1a91/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Sun Oct 07 15:16:05 CEST 2007</swrc:date><swrc:booktitle>Tagging and Metadata for Social Information Organization Workshop, WWW07</swrc:booktitle><swrc:title>Learning User Profiles from Tagging Data and Leveraging them for Personal(ized) Information Access</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>learning personalization profile tagging user </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Elke Michlmayr"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Steve Cayzer"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2dd714f84969ebcb7436b3fa08b8993e2/wnpxrz"><title>Groups in Social Software: Utilizing Tagging to Integrate Individual Contexts for Social Navigation</title><link>http://www.bibsonomy.org/bibtex/2dd714f84969ebcb7436b3fa08b8993e2/wnpxrz</link><dc:creator>wnpxrz</dc:creator><dc:date>2007-10-07T15:15:24+02:00</dc:date><dc:subject>context navigation social software tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Bielenberg&#034;&gt;K. Bielenberg&lt;/a&gt; &lt;/span&gt;(&lt;em&gt;2005&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/context"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/navigation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/software"/><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/2dd714f84969ebcb7436b3fa08b8993e2/wnpxrz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2dd714f84969ebcb7436b3fa08b8993e2/wnpxrz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#MasterThesis"/><swrc:date>Sun Oct 07 15:15:24 CEST 2007</swrc:date><swrc:title>{Groups in Social Software: Utilizing Tagging to Integrate Individual Contexts for Social Navigation}</swrc:title><swrc:year>2005</swrc:year><swrc:keywords>context navigation social software tagging </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="K. 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