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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/bibtex/440fafda1eccf4036066f457eb6674a0"><title>BibSonomy publications for /bibtex/440fafda1eccf4036066f457eb6674a0</title><link>BibSonomyburst/bibtex/440fafda1eccf4036066f457eb6674a0</link><description>BibSonomy RSS feed for /bibtex/440fafda1eccf4036066f457eb6674a0</description><dc:date>2012-02-17T07:03:53+01:00</dc:date><items><rdf:Seq><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/221fdf612ba6b356fb1b311fc9369f32d/jaeschke"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/philonous"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/folke"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/ans"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/macek"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/jaeschke"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/29369050b66240099df80f0aa37040f74/dblp"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/hotho"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/kasimiro"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/stumme"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/sdo"/><rdf:li rdf:resource="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/tobold"/></rdf:Seq></items></channel><item rdf:about="http://www.bibsonomy.org/bibtex/221fdf612ba6b356fb1b311fc9369f32d/jaeschke"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/221fdf612ba6b356fb1b311fc9369f32d/jaeschke</link><dc:creator>jaeschke</dc:creator><dc:date>2011-01-27T11:58:48+01:00</dc:date><dc:subject>2009 bibsonomy conference framework myown recommender recsys </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;RecSys &amp;#039;09: Proceedings of the third ACM Conference on Recommender Systems, &lt;/em&gt;&lt;em&gt;page 369--372. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conference"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/framework"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recsys"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/221fdf612ba6b356fb1b311fc9369f32d/jaeschke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/221fdf612ba6b356fb1b311fc9369f32d/jaeschke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/pub/pdf/jaeschke2009testing.pdf"/><swrc:date>Thu Jan 27 11:58:48 CET 2011</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>RecSys &#039;09: Proceedings of the third ACM Conference on Recommender Systems</swrc:booktitle><swrc:pages>369--372</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>2009 bibsonomy conference framework myown recommender recsys </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on the evaluation and development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible, open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents a rst evaluation of two exemplarily deployed recommendation methods.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="New York, NY, USA" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-60558-435-5" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="15" swrc:key="vgwort"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1145/1639714.1639790" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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></item><item rdf:about="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/philonous"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/philonous</link><dc:creator>philonous</dc:creator><dc:date>2010-10-13T12:15:25+02:00</dc:date><dc:subject>2009 bibsonomy folksonomy recommender tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;Workshop on Knowledge Discovery, Data Mining, and Machine Learning, &lt;/em&gt;&lt;em&gt;page 44--51. &lt;/em&gt;(&lt;em&gt;September 2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/><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/25e8f40e610e723e966676772aa205f80/philonous"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25e8f40e610e723e966676772aa205f80/philonous"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://lwa09.informatik.tu-darmstadt.de/pub/KDML/WebHome/kdml09_R.Jaeschke_et_al.pdf"/><swrc:date>Wed Oct 13 12:15:25 CEST 2010</swrc:date><swrc:booktitle>Workshop on Knowledge Discovery, Data Mining, and Machine Learning</swrc:booktitle><swrc:month>sep</swrc:month><swrc:pages>44--51</swrc:pages><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>2009 bibsonomy folksonomy recommender tagging </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on evaluation and
development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible,
open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents an evaluation of two exemplarily deployed recommendation methods, demonstrating
the power of the framework.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="30" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Frederik Janssen"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/folke"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/folke</link><dc:creator>folke</dc:creator><dc:date>2010-08-10T07:06:15+02:00</dc:date><dc:subject>2009 bibsonomy folksonomy framework myown recommender tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;Workshop on Knowledge Discovery, Data Mining, and Machine Learning, &lt;/em&gt;&lt;em&gt;page 44 --51. &lt;/em&gt;(&lt;em&gt;September 2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/framework"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/><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/25e8f40e610e723e966676772aa205f80/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25e8f40e610e723e966676772aa205f80/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://lwa09.informatik.tu-darmstadt.de/pub/KDML/WebHome/kdml09_R.Jaeschke_et_al.pdf"/><swrc:date>Tue Aug 10 07:06:15 CEST 2010</swrc:date><swrc:booktitle>Workshop on Knowledge Discovery, Data Mining, and Machine Learning</swrc:booktitle><swrc:month>sep</swrc:month><swrc:pages>44 --51</swrc:pages><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>2009 bibsonomy folksonomy framework myown recommender tagging </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. 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However, most research focused on evaluation anddevelopment of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible,open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents an evaluation of two exemplarily deployed recommendation methods, demonstratingthe power of the framework.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value=":13_Recommender.pdf:PDF" swrc:key="file"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Frederik Janssen"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/jaeschke"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/jaeschke</link><dc:creator>jaeschke</dc:creator><dc:date>2009-12-10T16:56:57+01:00</dc:date><dc:subject>2009 bibsonomy folksonomy framework myown recommender tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;Workshop on Knowledge Discovery, Data Mining, and Machine Learning, &lt;/em&gt;&lt;em&gt;page 44--51. &lt;/em&gt;(&lt;em&gt;September 2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/framework"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/><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/25e8f40e610e723e966676772aa205f80/jaeschke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25e8f40e610e723e966676772aa205f80/jaeschke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://lwa09.informatik.tu-darmstadt.de/pub/KDML/WebHome/kdml09_R.Jaeschke_et_al.pdf"/><swrc:date>Thu Dec 10 16:56:57 CET 2009</swrc:date><swrc:booktitle>Workshop on Knowledge Discovery, Data Mining, and Machine Learning</swrc:booktitle><swrc:month>sep</swrc:month><swrc:pages>44--51</swrc:pages><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>2009 bibsonomy folksonomy framework myown recommender tagging </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on evaluation and
development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible,
open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents an evaluation of two exemplarily deployed recommendation methods, demonstrating
the power of the framework.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="30" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Frederik Janssen"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/29369050b66240099df80f0aa37040f74/dblp"><title>Testing and evaluating tag recommenders in a live system.</title><link>http://www.bibsonomy.org/bibtex/29369050b66240099df80f0aa37040f74/dblp</link><dc:creator>dblp</dc:creator><dc:date>2009-10-28T00:00:00+01:00</dc:date><dc:subject>dblp </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;RecSys, &lt;/em&gt;&lt;em&gt;page 369-372. &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dblp"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/29369050b66240099df80f0aa37040f74/dblp"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/29369050b66240099df80f0aa37040f74/dblp"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/recsys/recsys2009.html#JaschkeEHS09"/><swrc:date>Wed Oct 28 00:00:00 CET 2009</swrc:date><swrc:booktitle>RecSys</swrc:booktitle><swrc:crossref>conf/recsys/2009</swrc:crossref><swrc:pages>369-372</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Testing and evaluating tag recommenders in a live system.</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>dblp </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1639714.1639790" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-60558-435-5" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2009-10-28" swrc:key="date"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Lawrence D. Bergman"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Alexander Tuzhilin"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Robin D. 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development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible,
open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents an evaluation of two exemplarily deployed recommendation methods, demonstrating
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		    .
	    &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/evaluation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommendation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tag"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tool"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/kasimiro"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/21320904b208d53bd5d49e751cbfcc268/kasimiro"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Oct 12 14:27:34 CEST 2009</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>RecSys &#039;09: Proceedings of the 2009 ACM Conference on Recommender Systems</swrc:booktitle><swrc:note>(to appear)</swrc:note><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>bibsonomy evaluation recommendation tag tool </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on the evaluation and development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible, open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents a rst evaluation of two exemplarily deployed recommendation methods.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="New York, NY, USA" swrc:key="location"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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></item><item rdf:about="http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/stumme"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/25e8f40e610e723e966676772aa205f80/stumme</link><dc:creator>stumme</dc:creator><dc:date>2009-09-25T21:59:24+02:00</dc:date><dc:subject>2009 bibsonomy ecml l3s myown pkdd recommender tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;Workshop on Knowledge Discovery, Data Mining, and Machine Learning, &lt;/em&gt;&lt;em&gt;page 44 --51. &lt;/em&gt;(&lt;em&gt;September 2009&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ecml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/l3s"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/pkdd"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/><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/25e8f40e610e723e966676772aa205f80/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25e8f40e610e723e966676772aa205f80/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://lwa09.informatik.tu-darmstadt.de/pub/KDML/WebHome/kdml09_R.Jaeschke_et_al.pdf"/><swrc:date>Fri Sep 25 21:59:24 CEST 2009</swrc:date><swrc:booktitle>Workshop on Knowledge Discovery, Data Mining, and Machine Learning</swrc:booktitle><swrc:month>sep</swrc:month><swrc:pages>44 --51</swrc:pages><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>2009 bibsonomy ecml l3s myown pkdd recommender tagging </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on evaluation and
development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible,
open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents an evaluation of two exemplarily deployed recommendation methods, demonstrating
the power of the framework.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Frederik Janssen"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/sdo"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/sdo</link><dc:creator>sdo</dc:creator><dc:date>2009-09-04T16:47:44+02:00</dc:date><dc:subject>2009 BibSonomy conference folksonomy framework recommender </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;RecSys &amp;#039;09: Proceedings of the 2009 ACM Conference on Recommender Systems, &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2009&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/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/BibSonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conference"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/framework"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/sdo"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/21320904b208d53bd5d49e751cbfcc268/sdo"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Fri Sep 04 16:47:44 CEST 2009</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>RecSys &#039;09: Proceedings of the 2009 ACM Conference on Recommender Systems</swrc:booktitle><swrc:note>(to appear)</swrc:note><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>2009 BibSonomy conference folksonomy framework recommender </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on the evaluation and development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible, open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents a rst evaluation of two exemplarily deployed recommendation methods.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="New York, NY, USA" swrc:key="location"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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>tag-recommender für acm09</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/tobold"><title>Testing and Evaluating Tag Recommenders in a Live System</title><link>http://www.bibsonomy.org/bibtex/21320904b208d53bd5d49e751cbfcc268/tobold</link><dc:creator>tobold</dc:creator><dc:date>2009-08-27T14:51:29+02:00</dc:date><dc:subject>evaluation recommender tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Eisterlehner&#034;&gt;Folke Eisterlehner&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;RecSys &amp;#039;09: Proceedings of the 2009 ACM Conference on Recommender Systems, &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2009&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/evaluation"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/recommender"/><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/21320904b208d53bd5d49e751cbfcc268/tobold"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/21320904b208d53bd5d49e751cbfcc268/tobold"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Thu Aug 27 14:51:29 CEST 2009</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>RecSys &#039;09: Proceedings of the 2009 ACM Conference on Recommender Systems</swrc:booktitle><swrc:note>(to appear)</swrc:note><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Testing and Evaluating Tag Recommenders in a Live System</swrc:title><swrc:year>2009</swrc:year><swrc:keywords>evaluation recommender tagging </swrc:keywords><swrc:abstract>The challenge to provide tag recommendations for collaborative tagging systems has attracted quite some attention of researchers lately. However, most research focused on the evaluation and development of appropriate methods rather than tackling the practical challenges of how to integrate recommendation methods into real tagging systems, record and evaluate their performance.
In this paper we describe the tag recommendation framework we developed for our social bookmark and publication sharing system BibSonomy. With the intention to develop, test, and evaluate recommendation algorithms and supporting cooperation with researchers, we designed the framework to be easily extensible, open for a variety of methods, and usable independent from BibSonomy. Furthermore, this paper presents a rst evaluation of two exemplarily deployed recommendation methods.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="New York, NY, USA" swrc:key="location"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Robert Jäschke"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Folke Eisterlehner"/></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></item></rdf:RDF>
