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Balby Marinho&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;A. Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Jäschke&#034;&gt;R. Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Nanopoulos&#034;&gt;A. Nanopoulos&lt;/a&gt;, &lt;a href=&#034;/author/Rendle&#034;&gt;S. Rendle&lt;/a&gt;, &lt;a href=&#034;/author/Schmidt-Thieme&#034;&gt;L. Schmidt-Thieme&lt;/a&gt;, &lt;a href=&#034;/author/Stumme&#034;&gt;G. Stumme&lt;/a&gt;,  and &lt;a href=&#034;/author/Symeonidis&#034;&gt;P. 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In this chapter we review, evaluate and summarize the submissions to the two Discovery Challenges and thus lay the groundwork for continuing research in this area.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="978-3-642-25694-3" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="Knowledge &amp; Data Engineering Group, University of Kassel, Wilhelmshöher Allee 73, 34121 Kassel, Germany" swrc:key="affiliation"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1007/978-3-642-25694-3_3" 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="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Folke Mitzlaff"/></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="José J. 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Díaz Redondo"/></rdf:_3></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/27d41d332cccc3e7ba8e7dadfb7996337/jaeschke"><title>Challenges in Tag Recommendations for Collaborative Tagging Systems</title><link>http://www.bibsonomy.org/bibtex/27d41d332cccc3e7ba8e7dadfb7996337/jaeschke</link><dc:creator>jaeschke</dc:creator><dc:date>2012-02-06T13:47:57+01:00</dc:date><dc:subject>2012 bookmarking challenge collaborative dc09 discovery folksonomy myown recommender rsdc08 social 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/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Mitzlaff&#034;&gt;Folke Mitzlaff&lt;/a&gt;,  and &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Recommender Systems for the Social Web, &lt;/em&gt;&lt;em&gt;volume 32 of Intelligent Systems Reference Library, &lt;/em&gt;&lt;em&gt;Springer, &lt;/em&gt;&lt;em&gt;Berlin/Heidelberg, &lt;/em&gt;(&lt;em&gt;2012&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2012"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bookmarking"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/challenge"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/collaborative"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dc09"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/discovery"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/folksonomy"/><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/rsdc08"/><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/27d41d332cccc3e7ba8e7dadfb7996337/jaeschke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/27d41d332cccc3e7ba8e7dadfb7996337/jaeschke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InCollection"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-3-642-25694-3_3"/><swrc:date>Mon Feb 06 13:47:57 CET 2012</swrc:date><swrc:address>Berlin/Heidelberg</swrc:address><swrc:booktitle>Recommender Systems for the Social Web</swrc:booktitle><swrc:pages>65--87</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer"/></swrc:publisher><swrc:series>Intelligent Systems Reference Library</swrc:series><swrc:title>Challenges in Tag Recommendations for Collaborative Tagging Systems</swrc:title><swrc:volume>32</swrc:volume><swrc:year>2012</swrc:year><swrc:keywords>2012 bookmarking challenge collaborative dc09 discovery folksonomy myown recommender rsdc08 social tagging </swrc:keywords><swrc:abstract>Originally introduced by social bookmarking systems, collaborative tagging, or social tagging, has been widely adopted by many web-based systems like wikis, e-commerce platforms, or social networks. Collaborative tagging systems allow users to annotate resources using freely chosen keywords, so called tags . Those tags help users in finding/retrieving resources, discovering new resources, and navigating through the system. The process of tagging resources is laborious. Therefore, most systems support their users by tag recommender components that recommend tags in a personalized way. The Discovery Challenges 2008 and 2009 of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) tackled the problem of tag recommendations in collaborative tagging systems. Researchers were invited to test their methods in a competition on datasets from the social bookmark and publication sharing system BibSonomy. Moreover, the 2009 challenge included an online task where the recommender systems were integrated into BibSonomy and provided recommendations in real time. In this chapter we review, evaluate and summarize the submissions to the two Discovery Challenges and thus lay the groundwork for continuing research in this area.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="978-3-642-25694-3" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="Knowledge &amp; Data Engineering Group, University of Kassel, Wilhelmshöher Allee 73, 34121 Kassel, Germany" swrc:key="affiliation"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1007/978-3-642-25694-3_3" 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="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Folke Mitzlaff"/></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="José J. Pazos Arias"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Ana Fernández Vilas"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Rebeca P. Díaz Redondo"/></rdf:_3></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/folke"><title>Community Assessment using Evidence Networks</title><link>http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/folke</link><dc:creator>folke</dc:creator><dc:date>2012-01-30T09:27:21+01:00</dc:date><dc:subject>2011 assessment community myown </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Mitzlaff&#034;&gt;Folke Mitzlaff&lt;/a&gt;, &lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&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;Analysis of Social Media and Ubiquitous Data, &lt;/em&gt;&lt;em&gt;volume 6904 of LNAI, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/assessment"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/community"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20f45e870093c053e6f41f54c14bda46b/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jan 30 09:27:21 CET 2012</swrc:date><swrc:booktitle>Analysis of Social Media and Ubiquitous Data</swrc:booktitle><swrc:series>LNAI</swrc:series><swrc:title>{Community Assessment using Evidence Networks}</swrc:title><swrc:volume>6904</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 assessment community myown </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Folke Mitzlaff"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Dominik Benz"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/hotho"><title>Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers</title><link>http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/hotho</link><dc:creator>hotho</dc:creator><dc:date>2012-01-27T14:02:47+01:00</dc:date><dc:subject>2011 analysis data media myown social ubiquitous </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Strohmaier&#034;&gt;Markus Strohmaier&lt;/a&gt;,  and &lt;a href=&#034;/author/Chin&#034;&gt;Alvin Chin&lt;/a&gt; (Eds.).
		 &lt;/span&gt;&lt;em&gt;volume 6904 of Lecture Notes in Computer Science, &lt;/em&gt;&lt;em&gt;Springer, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/media"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ubiquitous"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/hotho"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24cf42ebabd9a670c70bee456affda285/hotho"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Proceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/ht/msmmuse2010.html"/><swrc:date>Fri Jan 27 14:02:47 CET 2012</swrc:date><swrc:booktitle>MSM/MUSE</swrc:booktitle><swrc:publisher><swrc:Organization swrc:name="Springer"/></swrc:publisher><swrc:series>Lecture Notes in Computer Science</swrc:series><swrc:title>Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers</swrc:title><swrc:volume>6904</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 analysis data media myown social ubiquitous </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1007/978-3-642-23599-3" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-3-642-23598-6" swrc:key="isbn"/></swrc:hasExtraField><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Markus Strohmaier"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Alvin Chin"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/atzmueller"><title>Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers</title><link>http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/atzmueller</link><dc:creator>atzmueller</dc:creator><dc:date>2012-01-27T10:51:13+01:00</dc:date><dc:subject>2011 analysis data itegpub media myown social ubiquitous </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Strohmaier&#034;&gt;Markus Strohmaier&lt;/a&gt;,  and &lt;a href=&#034;/author/Chin&#034;&gt;Alvin Chin&lt;/a&gt; (Eds.).
		 &lt;/span&gt;&lt;em&gt;volume 6904 of Lecture Notes in Computer Science, &lt;/em&gt;&lt;em&gt;Springer, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/media"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ubiquitous"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/24cf42ebabd9a670c70bee456affda285/atzmueller"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/24cf42ebabd9a670c70bee456affda285/atzmueller"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Proceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/ht/msmmuse2010.html"/><swrc:date>Fri Jan 27 10:51:13 CET 2012</swrc:date><swrc:booktitle>MSM/MUSE</swrc:booktitle><swrc:publisher><swrc:Organization swrc:name="Springer"/></swrc:publisher><swrc:series>Lecture Notes in Computer Science</swrc:series><swrc:title>Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers</swrc:title><swrc:volume>6904</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 analysis data itegpub media myown social ubiquitous </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1007/978-3-642-23599-3" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-3-642-23598-6" swrc:key="isbn"/></swrc:hasExtraField><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Andreas Hotho"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Markus Strohmaier"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Alvin Chin"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/atzmueller"><title>Das Forschungszentrum für Informationstechnik-Gestaltung ITeG</title><link>http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/atzmueller</link><dc:creator>atzmueller</dc:creator><dc:date>2012-01-26T10:54:10+01:00</dc:date><dc:subject>2011 data discovery itegpub mining myown </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Krohn&#034;&gt;Michael Krohn&lt;/a&gt;, &lt;a href=&#034;/author/Klein&#034;&gt;Niklas Klein&lt;/a&gt;, &lt;a href=&#034;/author/Jandt&#034;&gt;Silke Jandt&lt;/a&gt;, &lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&lt;/a&gt;, &lt;a href=&#034;/author/Scholz&#034;&gt;Christoph Scholz&lt;/a&gt;, &lt;a href=&#034;/author/Hoffmann&#034;&gt;Holger Hoffmann&lt;/a&gt;, &lt;a href=&#034;/author/Kniewel&#034;&gt;Romy Kniewel&lt;/a&gt;,  and &lt;a href=&#034;/author/Evers&#034;&gt;Christoph Evers&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Praxis der Informationsverarbeitung und Kommunikation&lt;/em&gt; &lt;em&gt;34(4):238-240&lt;/em&gt; (&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/discovery"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/mining"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/atzmueller"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2cb16be899e3a5f45892ed91a405b2b76/atzmueller"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Thu Jan 26 10:54:10 CET 2012</swrc:date><swrc:journal>Praxis der Informationsverarbeitung und Kommunikation</swrc:journal><swrc:number>4</swrc:number><swrc:pages>238-240</swrc:pages><swrc:title>Das Forschungszentrum für Informationstechnik-Gestaltung (ITeG)</swrc:title><swrc:volume>34</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 data discovery itegpub mining myown </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1515/piko.2011.047" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DBLP, http://dblp.uni-trier.de" swrc:key="bibsource"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Michael Krohn"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Niklas Klein"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Silke Jandt"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Christoph Scholz"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Holger Hoffmann"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Romy Kniewel"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Christoph Evers"/></rdf:_8></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/cscholz"><title>Das Forschungszentrum für Informationstechnik-Gestaltung ITeG</title><link>http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/cscholz</link><dc:creator>cscholz</dc:creator><dc:date>2012-01-24T11:02:25+01:00</dc:date><dc:subject>2011 itegpub myown </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Krohn&#034;&gt;Michael Krohn&lt;/a&gt;, &lt;a href=&#034;/author/Klein&#034;&gt;Niklas Klein&lt;/a&gt;, &lt;a href=&#034;/author/Jandt&#034;&gt;Silke Jandt&lt;/a&gt;, &lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&lt;/a&gt;, &lt;a href=&#034;/author/Scholz&#034;&gt;Christoph Scholz&lt;/a&gt;, &lt;a href=&#034;/author/Hoffmann&#034;&gt;Holger Hoffmann&lt;/a&gt;, &lt;a href=&#034;/author/Kniewel&#034;&gt;Romy Kniewel&lt;/a&gt;,  and &lt;a href=&#034;/author/Evers&#034;&gt;Christoph Evers&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Praxis der Informationsverarbeitung und Kommunikation&lt;/em&gt; &lt;em&gt;34(4):238-240&lt;/em&gt; (&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2cb16be899e3a5f45892ed91a405b2b76/cscholz"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2cb16be899e3a5f45892ed91a405b2b76/cscholz"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Tue Jan 24 11:02:25 CET 2012</swrc:date><swrc:journal>Praxis der Informationsverarbeitung und Kommunikation</swrc:journal><swrc:number>4</swrc:number><swrc:pages>238-240</swrc:pages><swrc:title>Das Forschungszentrum für Informationstechnik-Gestaltung (ITeG)</swrc:title><swrc:volume>34</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 itegpub myown </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1515/piko.2011.047" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DBLP, http://dblp.uni-trier.de" swrc:key="bibsource"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Michael Krohn"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Niklas Klein"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Silke Jandt"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Christoph Scholz"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Holger Hoffmann"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Romy Kniewel"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Christoph Evers"/></rdf:_8></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/200a8f31185a34957eb16d500d7d51398/hotho"><title>Privacy-aware spam detection in social bookmarking systems</title><link>http://www.bibsonomy.org/bibtex/200a8f31185a34957eb16d500d7d51398/hotho</link><dc:creator>hotho</dc:creator><dc:date>2012-01-20T09:29:21+01:00</dc:date><dc:subject>2011 datamining detection myown privacy spam web20 </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Bullock&#034;&gt;Beate Navarro Bullock&lt;/a&gt;, &lt;a href=&#034;/author/Lerch&#034;&gt;Hana Lerch&lt;/a&gt;, &lt;a href=&#034;/author/Roßnagel&#034;&gt;Alexander Roßnagel&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 11th International Conference on Knowledge Management and Knowledge Technologies, &lt;/em&gt;&lt;em&gt;page 15:1--15:8. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/datamining"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/detection"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/privacy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web20"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/200a8f31185a34957eb16d500d7d51398/hotho"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/200a8f31185a34957eb16d500d7d51398/hotho"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://doi.acm.org/10.1145/2024288.2024306"/><swrc:date>Fri Jan 20 09:29:21 CET 2012</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies</swrc:booktitle><swrc:pages>15:1--15:8</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:series>i-KNOW &#039;11</swrc:series><swrc:title>Privacy-aware spam detection in social bookmarking systems</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 datamining detection myown privacy spam web20 </swrc:keywords><swrc:abstract>With the increased popularity of Web 2.0 services in the last years data privacy has become a major concern for users. The more personal data users reveal, the more difficult it becomes to control its disclosure in the web. However, for Web 2.0 service providers, the data provided by users is a valuable source for offering effective, personalised data mining services. One major application is the detection of spam in social bookmarking systems: in order to prevent a decrease of content quality, providers need to distinguish spammers and exclude them from the system. They thereby experience a conflict of interests: on the one hand, they need to identify spammers based on the information they collect about users, on the other hand, they need to respect privacy concerns and process as few personal data as possible. It would therefore be of tremendous help for system developers and users to know which personal data are needed for spam detection and which can be ignored. In this paper we address these questions by presenting a data privacy aware feature engineering approach. It consists of the design of features for spam classification which are evaluated according to both, performance and privacy conditions. Experiments using data from the social bookmarking system BibSonomy show that both conditions must not exclude each other.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Graz, Austria" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2024306" swrc:key="acmid"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-4503-0732-1" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="8" swrc:key="numpages"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="15" swrc:key="articleno"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1145/2024288.2024306" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Beate Navarro Bullock"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Hana Lerch"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Alexander Ro\ssnagel"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Privacy-aware spam detection in social bookmarking systems</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2deec7e33ba811cd4dfacb29e6dc0fb9c/hotho"><title>Resource-Aware On-Line RFID Localization Using Proximity Data</title><link>http://www.bibsonomy.org/bibtex/2deec7e33ba811cd4dfacb29e6dc0fb9c/hotho</link><dc:creator>hotho</dc:creator><dc:date>2012-01-19T10:29:03+01:00</dc:date><dc:subject>2011 localization myown rfid </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Scholz&#034;&gt;Christoph Scholz&lt;/a&gt;, &lt;a href=&#034;/author/Doerfel&#034;&gt;Stephan Doerfel&lt;/a&gt;, &lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&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;ECML/PKDD 3, &lt;/em&gt;&lt;em&gt;page 129-144. &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)&lt;em&gt;misc = 27
		    .
	    &lt;/em&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/localization"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rfid"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2deec7e33ba811cd4dfacb29e6dc0fb9c/hotho"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2deec7e33ba811cd4dfacb29e6dc0fb9c/hotho"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Thu Jan 19 10:29:03 CET 2012</swrc:date><swrc:booktitle>ECML/PKDD (3)</swrc:booktitle><swrc:note>misc = 27</swrc:note><swrc:pages>129-144</swrc:pages><swrc:title>Resource-Aware On-Line RFID Localization Using Proximity Data</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 localization myown rfid </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="27" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Christoph Scholz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Stephan Doerfel"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>accepted</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/2b245d492f1f9fa41b62b79b6dec77241/stumme"><title>One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata</title><link>http://www.bibsonomy.org/bibtex/2b245d492f1f9fa41b62b79b6dec77241/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-17T16:41:44+01:00</dc:date><dc:subject>2011 abstractness bind itegpub measuring myown social term </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/Körner&#034;&gt;Christian Körner&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt;,  and &lt;a href=&#034;/author/Strohmaier&#034;&gt;Markus Strohmaier&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Proceedings of the 8th Extended Semantic Web Conference ESWC 2011, &lt;/em&gt;&lt;em&gt;Heraklion, Crete, &lt;/em&gt;(&lt;em&gt;May 2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/abstractness"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bind"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/measuring"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/term"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2b245d492f1f9fa41b62b79b6dec77241/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2b245d492f1f9fa41b62b79b6dec77241/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kde.cs.uni-kassel.de/pub/pdf/benz2011measuring.pdf"/><swrc:date>Tue Jan 17 16:41:44 CET 2012</swrc:date><swrc:address>Heraklion, Crete</swrc:address><swrc:booktitle>Proceedings of the 8th Extended Semantic Web Conference (ESWC 2011)</swrc:booktitle><swrc:month>may</swrc:month><swrc:title>One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 abstractness bind itegpub measuring myown social term </swrc:keywords><swrc:abstract>Recent research has demonstrated how the widespread adoption of collaborative tagging systems yields emergent semantics. In recent years, much has been learned about how to harvest the data produced by taggers for engineering light-weight ontologies. For example, existing measures of tag similarity and tag relatedness have proven crucial step stones for making latent semantic relations in tagging systems explicit. However, little progress has been made on other issues, such as understanding the different levels of tag generality (or tag abstractness), which is essential for, among others, identifying hierarchical relationships between concepts. In this paper we aim to address this gap. Starting from a review of linguistic definitions of word abstractness, we first use several large-scale ontologies and taxonomies as grounded measures of word generality, including Yago, Wordnet, DMOZ and Wikitaxonomy. Then, we introduce and apply several folksonomy-based methods to measure the level of generality of given tags. We evaluate these methods by comparing them with the grounded measures. Our results suggest that the generality of tags in social tagging systems can be approximated with simple measures. Our work has implications for a number of problems related to social tagging systems, including search, tag recommendation, and the acquisition of light-weight ontologies from tagging data.</swrc:abstract><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Christian Körner"/></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="Markus Strohmaier"/></rdf:_5></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Grigoris Antoniou"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Marko Grobelnik"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Elena Simperl"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Bijan Parsia"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Dimitris Plexousakis"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Jeff Pan"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Pieter De Leenheer"/></rdf:_7></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/stumme"><title>Community Assessment using Evidence Networks</title><link>http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:35:08+01:00</dc:date><dc:subject>2011 community itegpub knowledge mining myown </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Mitzlaff&#034;&gt;Folke Mitzlaff&lt;/a&gt;, &lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&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;Analysis of Social Media and Ubiquitous Data, &lt;/em&gt;&lt;em&gt;volume 6904 of LNAI, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/community"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/knowledge"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/mining"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20f45e870093c053e6f41f54c14bda46b/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed Jan 04 11:35:08 CET 2012</swrc:date><swrc:booktitle>Analysis of Social Media and Ubiquitous Data</swrc:booktitle><swrc:series>LNAI</swrc:series><swrc:title>{Community Assessment using Evidence Networks}</swrc:title><swrc:volume>6904</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 community itegpub knowledge mining myown </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Folke Mitzlaff"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Dominik Benz"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2923d369285422c758398cbe92e3532cd/stumme"><title>One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata</title><link>http://www.bibsonomy.org/bibtex/2923d369285422c758398cbe92e3532cd/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:34:35+01:00</dc:date><dc:subject>2011 abstractness itegpub measuring metadata myown social </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/Körner&#034;&gt;Christian Körner&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt;,  and &lt;a href=&#034;/author/Strohmaier&#034;&gt;Markus Strohmaier&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/abstractness"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/measuring"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/metadata"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2923d369285422c758398cbe92e3532cd/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2923d369285422c758398cbe92e3532cd/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed Jan 04 11:34:35 CET 2012</swrc:date><swrc:booktitle>Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation</swrc:booktitle><swrc:title>One Tag to Bind Them All: Measuring Term Abstractness in Social Metadata</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 abstractness itegpub measuring metadata myown social </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Dominik Benz"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Christian Körner"/></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="Markus Strohmaier"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/200a8f31185a34957eb16d500d7d51398/stumme"><title>Privacy-aware spam detection in social bookmarking systems</title><link>http://www.bibsonomy.org/bibtex/200a8f31185a34957eb16d500d7d51398/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:32:55+01:00</dc:date><dc:subject>2011 aware classification data-mining detection itegpub myown social spam spam-detection web2.0 web20 </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Bullock&#034;&gt;Beate Navarro Bullock&lt;/a&gt;, &lt;a href=&#034;/author/Lerch&#034;&gt;Hana Lerch&lt;/a&gt;, &lt;a href=&#034;/author/Roßnagel&#034;&gt;Alexander Roßnagel&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 11th International Conference on Knowledge Management and Knowledge Technologies, &lt;/em&gt;&lt;em&gt;page 15:1--15:8. &lt;/em&gt;&lt;em&gt;New York, NY, USA, &lt;/em&gt;&lt;em&gt;ACM, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/aware"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/classification"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data-mining"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/detection"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/spam-detection"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web2.0"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web20"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/200a8f31185a34957eb16d500d7d51398/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/200a8f31185a34957eb16d500d7d51398/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://doi.acm.org/10.1145/2024288.2024306"/><swrc:date>Wed Jan 04 11:32:55 CET 2012</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies</swrc:booktitle><swrc:pages>15:1--15:8</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:series>i-KNOW &#039;11</swrc:series><swrc:title>Privacy-aware spam detection in social bookmarking systems</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 aware classification data-mining detection itegpub myown social spam spam-detection web2.0 web20 </swrc:keywords><swrc:abstract>With the increased popularity of Web 2.0 services in the last years data privacy has become a major concern for users. The more personal data users reveal, the more difficult it becomes to control its disclosure in the web. However, for Web 2.0 service providers, the data provided by users is a valuable source for offering effective, personalised data mining services. One major application is the detection of spam in social bookmarking systems: in order to prevent a decrease of content quality, providers need to distinguish spammers and exclude them from the system. They thereby experience a conflict of interests: on the one hand, they need to identify spammers based on the information they collect about users, on the other hand, they need to respect privacy concerns and process as few personal data as possible. It would therefore be of tremendous help for system developers and users to know which personal data are needed for spam detection and which can be ignored. In this paper we address these questions by presenting a data privacy aware feature engineering approach. It consists of the design of features for spam classification which are evaluated according to both, performance and privacy conditions. Experiments using data from the social bookmarking system BibSonomy show that both conditions must not exclude each other.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Graz, Austria" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2024306" swrc:key="acmid"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-4503-0732-1" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="8" swrc:key="numpages"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="15" swrc:key="articleno"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1145/2024288.2024306" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Beate Navarro Bullock"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Hana Lerch"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Alexander Ro\ssnagel"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description></burst:publication><description>Privacy-aware spam detection in social bookmarking systems</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/225c89c0f9e4149da87e5212dd12481f0/stumme"><title>Privatsphären- und Datenschutz in Community-Plattformen: Gestaltung von Online-Bewertungsportalen</title><link>http://www.bibsonomy.org/bibtex/225c89c0f9e4149da87e5212dd12481f0/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:32:27+01:00</dc:date><dc:subject>2011 community gi info20 itegpub myown privat </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Kartal&#034;&gt;Aliye Kartal&lt;/a&gt;, &lt;a href=&#034;/author/Doerfel&#034;&gt;Stephan Doerfel&lt;/a&gt;, &lt;a href=&#034;/author/Roßnagel&#034;&gt;Alexander Roßnagel&lt;/a&gt;,  and &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Informatik 2011 - Informatik schafft Communities - Proceedings der 41. GI-Jahrestagung, &lt;/em&gt;&lt;em&gt;volume 192 of Lecture Notes in Informatics, &lt;/em&gt;&lt;em&gt;page 412. &lt;/em&gt;&lt;em&gt;Gesellschaft für Informatik e.V. GI, &lt;/em&gt;&lt;em&gt;Bonner Köllen Verlag, &lt;/em&gt;(&lt;em&gt;October 2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/community"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/gi"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/info20"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/privat"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/225c89c0f9e4149da87e5212dd12481f0/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/225c89c0f9e4149da87e5212dd12481f0/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.informatik2011.de/541.html"/><swrc:date>Wed Jan 04 11:32:27 CET 2012</swrc:date><swrc:booktitle>Informatik 2011 - Informatik schafft Communities - Proceedings der 41. GI-Jahrestagung </swrc:booktitle><swrc:month>10</swrc:month><swrc:organization><swrc:Organization swrc:name="Gesellschaft für Informatik e.V. (GI)"/></swrc:organization><swrc:pages>412</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Bonner Köllen Verlag"/></swrc:publisher><swrc:series>Lecture Notes in Informatics</swrc:series><swrc:title>Privatsphären- und Datenschutz in Community-Plattformen: Gestaltung von Online-Bewertungsportalen</swrc:title><swrc:volume>192</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 community gi info20 itegpub myown privat </swrc:keywords><swrc:abstract>Aufgrund der mittlerweile unüberschaubaren Vielfalt von Anwendungsmöglichkeiten des Web 2.0, findet man fast zu jedem Lebensbereich eine passende Community im Netz. Dabei steigt auch die Anzahl der Bewertungsportale stetig und
betrifft längst nicht mehr nur die Bewertung von Waren, sondern erstreckt sich unterdessen auch auf Beurteilungen von Leistungen und Eigenschaften von zu bestimmten Berufsgruppen gehörenden Personen. Diese Entwicklung birgt die Gefahr, dass die
dadurch gewonnenen persönlichen Daten durchaus geeignet sind, wahrheitswidrig ein übermäßig positives oder übermäßig negatives Persönlichkeitsbild des Betroffenen zu konstruieren und dadurch sein Ansehen zu beeinflussen. Im Hinblick auf Fragen im
Zusammenhang mit dem Persönlichkeits- und Datenschutz soll der folgende Beitrag Maßstäbe an eine verfassungs- und datenschutzkonforme technische Gestaltung von Online-Bewertungsportalen aufzeigen.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="32" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Aliye Kartal"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Stephan Doerfel"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Alexander Roßnagel"/></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="Hans-Ulrich Heiß"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Peter Pepper"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Holger Schlingloff"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Jörg Schneider"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description></burst:publication><description>The print version of the proceedings only contains abstracts. The full paper was published on CD and is available here http://www.user.tu-berlin.de/komm/CD/paper/090222.pdf</description></item><item rdf:about="http://www.bibsonomy.org/bibtex/21ceba87cd6bc52faac36247a0c9f52a8/stumme"><title>Enhancing Social Interactions at Conferences.</title><link>http://www.bibsonomy.org/bibtex/21ceba87cd6bc52faac36247a0c9f52a8/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:31:59+01:00</dc:date><dc:subject>2011 COMMUNE conferator itegpub myown rfid sociopatterns </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Atzmüller&#034;&gt;Martin Atzmüller&lt;/a&gt;, &lt;a href=&#034;/author/Benz&#034;&gt;Dominik Benz&lt;/a&gt;, &lt;a href=&#034;/author/Doerfel&#034;&gt;Stephan Doerfel&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Macek&#034;&gt;Bjoern Elmar Macek&lt;/a&gt;, &lt;a href=&#034;/author/Mitzlaff&#034;&gt;Folke Mitzlaff&lt;/a&gt;, &lt;a href=&#034;/author/Scholz&#034;&gt;Christoph Scholz&lt;/a&gt;,  and &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt; &lt;/span&gt;&lt;em&gt;it - Information Technology&lt;/em&gt; &lt;em&gt;53(3):101-107&lt;/em&gt; (&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/COMMUNE"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conferator"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rfid"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/sociopatterns"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/21ceba87cd6bc52faac36247a0c9f52a8/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/21ceba87cd6bc52faac36247a0c9f52a8/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/journals/it/it53.html#AtzmullerBDHJMMSS11"/><swrc:date>Wed Jan 04 11:31:59 CET 2012</swrc:date><swrc:journal>it - Information Technology</swrc:journal><swrc:number>3</swrc:number><swrc:pages>101-107</swrc:pages><swrc:title>Enhancing Social Interactions at Conferences.</swrc:title><swrc:volume>53</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 COMMUNE conferator itegpub myown rfid sociopatterns </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1524/itit.2011.0631" swrc:key="ee"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Martin Atzmüller"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Dominik Benz"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Stephan Doerfel"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Robert Jäschke"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Bjoern Elmar Macek"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Folke Mitzlaff"/></rdf:_7><rdf:_8><swrc:Person swrc:name="Christoph Scholz"/></rdf:_8><rdf:_9><swrc:Person swrc:name="Gerd Stumme"/></rdf:_9></rdf:Seq></swrc:author></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2708be7b5c269bd3a9d3d2334f858d52d/stumme"><title>Social Tagging Recommender Systems</title><link>http://www.bibsonomy.org/bibtex/2708be7b5c269bd3a9d3d2334f858d52d/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:31:34+01:00</dc:date><dc:subject>2011 collaborative itegpub myown recommender social tagging </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Balby Marinho&#034;&gt;Leandro Balby Marinho&lt;/a&gt;, &lt;a href=&#034;/author/Nanopoulos&#034;&gt;Alexandros Nanopoulos&lt;/a&gt;, &lt;a href=&#034;/author/Schmidt-Thieme&#034;&gt;Lars Schmidt-Thieme&lt;/a&gt;, &lt;a href=&#034;/author/Jäschke&#034;&gt;Robert Jäschke&lt;/a&gt;, &lt;a href=&#034;/author/Hotho&#034;&gt;Andreas Hotho&lt;/a&gt;, &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt;,  and &lt;a href=&#034;/author/Symeonidis&#034;&gt;Panagiotis Symeonidis&lt;/a&gt; &lt;/span&gt;&lt;em&gt;Recommender Systems Handbook, &lt;/em&gt;&lt;em&gt;Springer, &lt;/em&gt;&lt;em&gt;New York, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/collaborative"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><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/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/2708be7b5c269bd3a9d3d2334f858d52d/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2708be7b5c269bd3a9d3d2334f858d52d/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InCollection"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/978-0-387-85820-3_19"/><swrc:date>Wed Jan 04 11:31:34 CET 2012</swrc:date><swrc:address>New York</swrc:address><swrc:booktitle>Recommender Systems Handbook</swrc:booktitle><swrc:pages>615--644</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer"/></swrc:publisher><swrc:title>Social Tagging Recommender Systems</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 collaborative itegpub myown recommender social tagging </swrc:keywords><swrc:abstract>The new generation of Web applications known as (STS) is successfully established and poised for continued growth. STS are open and inherently social; features that have been proven to encourage participation. But while STS bring new opportunities, they revive old problems, such as information overload. Recommender Systems are well known applications for increasing the level of relevant content over the  noise  that continuously grows as more and more content becomes available online. In STS however, we face new challenges. Users are interested in finding not only content, but also tags and even other users. Moreover, while traditional recommender systems usually operate over 2-way data arrays, STS data is represented as a third-order tensor or a hypergraph with hyperedges denoting (user, resource, tag) triples. In this chapter, we survey the most recent and state-of-the-art work about a whole new generation of recommender systems built to serve STS.We describe (a) novel facets of recommenders for STS, such as user, resource, and tag recommenders, (b) new approaches and algorithms for dealing with the ternary nature of STS data, and (c) recommender systems deployed in real world STS. Moreover, a concise comparison between existing works is presented, through which we identify and point out new research directions.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="978-0-387-85820-3" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1007/978-0-387-85820-3_19" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Leandro Balby Marinho"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Alexandros Nanopoulos"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Lars Schmidt-Thieme"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Robert Jäschke"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Andreas Hotho"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Gerd Stumme"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Panagiotis Symeonidis"/></rdf:_7></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Francesco Ricci"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Lior Rokach"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Bracha Shapira"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Paul B. Kantor"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description></burst:publication></item><item rdf:about="http://www.bibsonomy.org/bibtex/2addbaaba7aec8360e23284c849e216ad/stumme"><title>Gestaltung technisch-sozialer Vernetzung in der Arbeitsorganisation: Untersuchung zur Nutzerakzeptanz von RFID-Technologie</title><link>http://www.bibsonomy.org/bibtex/2addbaaba7aec8360e23284c849e216ad/stumme</link><dc:creator>stumme</dc:creator><dc:date>2012-01-04T11:31:03+01:00</dc:date><dc:subject>2011 conferator itegpub mygroup myown networking rfid social venus </dc:subject><content:encoded>&lt;span class=&#034;authorEditorList&#034;&gt;&lt;a href=&#034;/author/Behrenbruch&#034;&gt;Kay Behrenbruch&lt;/a&gt;, &lt;a href=&#034;/author/Atzmueller&#034;&gt;Martin Atzmueller&lt;/a&gt;, &lt;a href=&#034;/author/Kniewel&#034;&gt;Romy Kniewel&lt;/a&gt;, &lt;a href=&#034;/author/Hoberg&#034;&gt;Sebastian Hoberg&lt;/a&gt;, &lt;a href=&#034;/author/Stumme&#034;&gt;Gerd Stumme&lt;/a&gt;,  and &lt;a href=&#034;/author/Schmidt&#034;&gt;Ludger Schmidt&lt;/a&gt; &lt;/span&gt;&lt;em&gt;GfA-Frühjahrskongress, &lt;/em&gt;&lt;em&gt;Chemnitz, &lt;/em&gt;(&lt;em&gt;2011&lt;/em&gt;)</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conferator"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/itegpub"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/mygroup"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/networking"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/rfid"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/venus"/></rdf:Bag></taxo:topics><burst:publication><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2addbaaba7aec8360e23284c849e216ad/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2addbaaba7aec8360e23284c849e216ad/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed Jan 04 11:31:03 CET 2012</swrc:date><swrc:address>Chemnitz</swrc:address><swrc:booktitle>GfA-Frühjahrskongress</swrc:booktitle><swrc:title>Gestaltung technisch-sozialer Vernetzung in der Arbeitsorganisation: Untersuchung zur Nutzerakzeptanz von RFID-Technologie</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 conferator itegpub mygroup myown networking rfid social venus </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Kay Behrenbruch"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Romy Kniewel"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Sebastian Hoberg"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Ludger Schmidt"/></rdf:_6></rdf:Seq></swrc:author></rdf:Description></burst:publication></item></rdf:RDF>
