<rdf:RDF xmlns:community="http://www.bibsonomy.org/ontologies/2008/05/community#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:owl="http://www.w3.org/2002/07/owl#" 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: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#" xml:base="http://www.bibsonomy.org/user/stumme/2007"><owl:Ontology rdf:about=""><rdfs:comment>BibSonomy publications for /user/stumme/2007</rdfs:comment><owl:imports rdf:resource="http://swrc.ontoware.org/ontology/portal"/></owl:Ontology><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2e053389338dafde2946ec585bc35a48e/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2e053389338dafde2946ec585bc35a48e/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Proceedings"/><owl:sameAs rdf:resource="http://www.kuenstliche-intelligenz.de/index.php?id=7758"/><swrc:date>Mon Jun 09 12:37:50 CEST 2008</swrc:date><swrc:journal>Künstliche Intelligenz</swrc:journal><swrc:number>3</swrc:number><swrc:pages>5-8</swrc:pages><swrc:title>Themenheft Web Mining</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>2007 myown introduction ki ir ml mining web </swrc:keywords><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andreas Hotho"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Gerd Stumme"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2e9535ec82afa53f44a1b37704aa9a71f/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2e9535ec82afa53f44a1b37704aa9a71f/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.kuenstliche-intelligenz.de/index.php?id=7758"/><swrc:date>Mon Jun 09 12:36:33 CEST 2008</swrc:date><swrc:journal>Künstliche Intelligenz</swrc:journal><swrc:number>3</swrc:number><swrc:pages>5-8</swrc:pages><swrc:title>Mining the World Wide Web -- Methods, Ap-
plications, and Perspectives</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>myown 2007 mining introduction ki ml web ir </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andreas Hotho"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Gerd Stumme"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/26d5188d66564fe4ed7386e28868504de/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/26d5188d66564fe4ed7386e28868504de/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/hotho/pub/2007/kdml_recommender_final.pdf"/><swrc:date>Mon Jun 09 12:32:10 CEST 2008</swrc:date><swrc:booktitle>Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007)</swrc:booktitle><swrc:month>sep</swrc:month><swrc:pages>50-54</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Martin-Luther-Universität Halle-Wittenberg"/></swrc:publisher><swrc:title>Conceptual Clustering of Social Bookmark Sites</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>social folksonomy folksonomies tagorapub collaborative conceptual clustering myown bookmark bookmarking 2007 Social 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="14" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Miranda Grahl"/></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><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Alexander Hinneburg"/></rdf:_1></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/27fc7deda8f80da99c4e3d26bd32dca9c/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/27fc7deda8f80da99c4e3d26bd32dca9c/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.kuenstliche-intelligenz.de/index.php?id=7758"/><swrc:date>Thu Jan 31 11:59:44 CET 2008</swrc:date><swrc:journal>Künstliche Intelligenz</swrc:journal><swrc:number>3</swrc:number><swrc:pages>5-8</swrc:pages><swrc:title>Mining the World Wide Web --- Methods, Applications, and Perspectives</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>myown web mining introduction 2007 ki </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andreas Hotho"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Gerd Stumme"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Andreas Hotho"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Gerd Stumme"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2692ba5b6c617bd6174d0bc6f184ab8dc/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2692ba5b6c617bd6174d0bc6f184ab8dc/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/stumme/papers/2007/cattuto2007network.pdf"/><swrc:date>Fri Jan 18 16:03:19 CET 2008</swrc:date><swrc:journal>AI Communications Journal, Special Issue on &#034;Network Analysis in Natural Sciences and Engineering&#034;</swrc:journal><swrc:number>4</swrc:number><swrc:pages>245-262</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IOS Press"/></swrc:publisher><swrc:title>Network Properties of Folksonomies</swrc:title><swrc:volume>20</swrc:volume><swrc:year>2007</swrc:year><swrc:keywords>fca tagorapub folksonomy folksonomies 2007 emergent semantics network l3s myown </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="0921-7126" swrc:key="issn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="67" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Ciro Cattuto"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Christoph Schmitz"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andrea Baldassarri"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Vito D. P. Servedio"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Vittorio Loreto"/></rdf:_5><rdf:_6><swrc:Person swrc:name=""/></rdf:_6><rdf:_7><swrc:Person swrc:name="Andreas Hotho"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Miranda Grahl"/></rdf:_8><rdf:_9><swrc:Person swrc:name="Gerd Stumme"/></rdf:_9></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Susanne Hoche"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Nürnberger"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Jürgen Flach"/></rdf:_3></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2334d3ab11400c4a3ea3ed5b1e95c1855/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2334d3ab11400c4a3ea3ed5b1e95c1855/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Fri Jan 18 13:47:10 CET 2008</swrc:date><swrc:address>Graz, Austria</swrc:address><swrc:booktitle>7th International Conference on Knowledge Management (I-KNOW &#039;07)</swrc:booktitle><swrc:month>SEP</swrc:month><swrc:pages>356-364</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Know-Center"/></swrc:publisher><swrc:title>Conceptual Clustering of Social Bookmarking Sites</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>sites folksonomies social folksonomy 2007 tagorapub tagging myown </swrc:keywords><swrc:abstract>Currently, social bookmarking systems provide intuitive support for browsing locally their content. A global view is usually presented by the tag cloud of the
system, but it does not allow a conceptual drill-down, e. g., along a conceptual hierarchy. In this paper, we present a clustering approach for computing such a conceptual hierarchy for a given folksonomy. The hierarchy is complemented with ranked lists of users and resources most related to each cluster. The rankings are computed using our FolkRank algorithm. We have evaluated our approach on large scale data from the del.icio.us bookmarking system.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="0948-695x" swrc:key="issn"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Miranda Grahl"/></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><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/25dc735281a6be72a54186018e0166740/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25dc735281a6be72a54186018e0166740/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Misc"/><owl:sameAs rdf:resource="http://www.prolearn-project.org/deliverables/view?id=1432"/><swrc:date>Wed Dec 12 19:23:10 CET 2007</swrc:date><swrc:note>Deliverable 15.2, European Network of Excellence ``Prolearn - Professional E-Learning&#039;&#039;</swrc:note><swrc:title>Case study on social software use in distributed working environments</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>bibsonomy software social study myown 2007 case </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Yiwei Cao"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Karsten Ehms"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Sebastian Fiedler"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Margit Hofer"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Anna-Kaarina Kaiamo"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Barbara Kieslinger"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Ralf Klamma"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Beate Krause"/></rdf:_8><rdf:_9><swrc:Person swrc:name="Milos Kravcik"/></rdf:_9><rdf:_10><swrc:Person swrc:name="Tommi Ryyppö"/></rdf:_10><rdf:_11><swrc:Person swrc:name="Marc Spaniol"/></rdf:_11><rdf:_12><swrc:Person swrc:name="Gerd Stumme"/></rdf:_12><rdf:_13><swrc:Person swrc:name="Fridolin Wild"/></rdf:_13></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/271bc9f8ae1a53632dc9a2b98b017f152/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/271bc9f8ae1a53632dc9a2b98b017f152/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/stumme/papers/2007/jaeschke07tagrecommendationsKDML.pdf"/><swrc:date>Fri Nov 09 15:04:13 CET 2007</swrc:date><swrc:booktitle>Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007)</swrc:booktitle><swrc:month>sep</swrc:month><swrc:pages>13-20</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Martin-Luther-Universität Halle-Wittenberg"/></swrc:publisher><swrc:title>Tag Recommendations in Folksonomies</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>l3s filtering folksonomy collaborative recommender myown social bookmarking 2007 </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="978-3-86010-907-6" swrc:key="isbn"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jaeschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Leandro Marinho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Lars Schmidt-Thieme"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Alexander Hinneburg"/></rdf:_1></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20c2b212b9ea3d822bf4729fd5fe6b6e1/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20c2b212b9ea3d822bf4729fd5fe6b6e1/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed Oct 31 14:01:46 CET 2007</swrc:date><swrc:address>Berlin, Heidelberg</swrc:address><swrc:booktitle>Proceedings of the 15th International Conference on Conceptual Structures (ICCS 2007)</swrc:booktitle><swrc:month>July</swrc:month><swrc:pages>283--295</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer-Verlag"/></swrc:publisher><swrc:series>Lecture Notes in Artificial Intelligence</swrc:series><swrc:title>Analysis of the Publication Sharing Behaviour in {BibSonomy}</swrc:title><swrc:volume>4604</swrc:volume><swrc:year>2007</swrc:year><swrc:keywords>folksonomy social sharing fca l3s bookmarking publication bibsonomy iccs myown trias BibSonomy 2007 </swrc:keywords><swrc:abstract>BibSonomy is a web-based social resource sharing system which allows users to organise and share bookmarks and publications in a collaborative manner. In this paper we present the system, followed by a description of the insights in the structure of its bibliographic data that we gained by applying techniques we developed in the area of Formal Concept Analysis.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="3-540-73680-8" swrc:key="isbn"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Christoph Schmitz"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gerd Stumme"/></rdf:_4></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="U. Priss"/></rdf:_1><rdf:_2><swrc:Person swrc:name="S. Polovina"/></rdf:_2><rdf:_3><swrc:Person swrc:name="R. Hill"/></rdf:_3></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/223a0a0cd67ab0014e0346527e986caeb/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/223a0a0cd67ab0014e0346527e986caeb/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/stumme/papers/2007/schmitz07network.pdf"/><swrc:date>Mon Oct 22 20:09:38 CEST 2007</swrc:date><swrc:address>Banff</swrc:address><swrc:booktitle>Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization&#039;&#039;</swrc:booktitle><swrc:month>May</swrc:month><swrc:title>Network Properties of Folksonomies</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>smallworld myown sna folksonomy 2007 socialnetwork folksononomies l3s fca semantics emergent </swrc:keywords><swrc:day>8</swrc:day><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Christoph Schmitz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Miranda Grahl"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gerd Stumme"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Ciro Catutto"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Andrea Baldassarri"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Vittorio Loreto"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Vito D. P. Servedio"/></rdf:_8></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2bb8ecec699a2f129322fe334747c6aef/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2bb8ecec699a2f129322fe334747c6aef/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-3-540-74976-9_52"/><swrc:date>Tue Oct 16 16:49:55 CEST 2007</swrc:date><swrc:address>Berlin, Heidelberg</swrc:address><swrc:booktitle>Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases</swrc:booktitle><swrc:pages>506-514</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer"/></swrc:publisher><swrc:series>Lecture Notes in Computer Science</swrc:series><swrc:title>Tag Recommendations in Folksonomies</swrc:title><swrc:volume>4702</swrc:volume><swrc:year>2007</swrc:year><swrc:keywords>FolkRank recommendations myown folksonomies nepomuk l3s 2007 Folksonomies tagging ranking Recommendations </swrc:keywords><swrc:abstract>Collaborative tagging systems allow users to assign keywords—so called “tags”—to resources. Tags are used for navigation, finding resources and serendipitous browsing and thus provide an immediate benefit for users. These systems usually include tag recommendation mechanisms easing the process of finding good tags for a resource, but also consolidating the tag vocabulary across users. In practice, however, only very basic recommendation strategies are applied.
In this paper we evaluate and compare two recommendation algorithms on largescale real life datasets: an adaptation of user-based collaborative filtering and a graph-based recommender built on top of FolkRank. We show that both provide better results than non-personalized baseline methods. Especially the graph-based recommender outperforms existing methods considerably.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1007/978-3-540-74976-9_52" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-3-540-74975-2" swrc:key="isbn"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Leandro Balby Marinho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Lars Schmidt-Thieme"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Joost N. 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