PUMA publications for /author/G.%20Stummehttps://puma.uni-kassel.de/author/G.%20StummePUMA RSS feed for /author/G.%20Stumme2024-03-29T09:45:45+01:00Conceptual Clustering with Iceberg Concept Latticeshttps://puma.uni-kassel.de/bibtex/2f4ec21d5f63dbc213a3a6eae076c4b62/seboettgseboettg2015-11-12T13:25:22+01:00concept iceberg discovery analysis kdd lattices knowledge formal closed conceptual clustering itemsets 2001 fca <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Taouil" itemprop="url" href="/author/R.%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Bastide" itemprop="url" href="/author/Y.%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Lakhal" itemprop="url" href="/author/L.%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01)</span>, </em></span><em>Universität Dortmund 763, </em>(<em><span>Oktober 2001<meta content="Oktober 2001" itemprop="datePublished"/></span></em>)Thu Nov 12 13:25:22 CET 2015Universität Dortmund 763Proc. GI-Fachgruppentreffen Maschinelles Lernen (FGML'01)OctoberConceptual Clustering with Iceberg Concept Lattices2001concept iceberg discovery analysis kdd lattices knowledge formal closed conceptual clustering itemsets 2001 fca Publications of Gerd StummeRecommender Systems for Social Tagging Systemshttps://puma.uni-kassel.de/bibtex/287d6883ebd98e8810be45d7e7e4ade96/boettgerboettger2015-01-21T11:42:08+01:00recommender social_tagging baarbeit toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Balby Marinho" itemprop="url" href="/author/L.%20Balby%20Marinho"><span itemprop="name">L. Balby Marinho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Jäschke" itemprop="url" href="/author/R.%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Nanopoulos" itemprop="url" href="/author/A.%20Nanopoulos"><span itemprop="name">A. Nanopoulos</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Rendle" itemprop="url" href="/author/S.%20Rendle"><span itemprop="name">S. Rendle</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Schmidt-Thieme" itemprop="url" href="/author/L.%20Schmidt-Thieme"><span itemprop="name">L. Schmidt-Thieme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Symeonidis" itemprop="url" href="/author/P.%20Symeonidis"><span itemprop="name">P. Symeonidis</span></a></span>. </span><em>SpringerBriefs in Electrical and Computer Engineering </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>Februar 2012<meta content="Februar 2012" itemprop="datePublished"/></span></em>)Wed Jan 21 11:42:08 CET 2015febSpringerBriefs in Electrical and Computer EngineeringRecommender Systems for Social Tagging Systems2012recommender social_tagging baarbeit toread Social Tagging Systems are web applications in which users upload resources (e.g., bookmarks, videos, photos, etc.) and annotate it with a list of freely chosen keywords called tags. This is a grassroots approach to organize a site and help users to find the resources they are interested in. Social tagging systems are open and inherently social; features that have been proven to encourage participation. However, with the large popularity of these systems and the increasing amount of user-contributed content, information overload rapidly becomes an issue. 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 social tagging systems, however, we face new challenges. While in classic recommender systems the mode of recommendation is basically the resource, in social tagging systems there are three possible modes of recommendation: users, resources, or tags. Therefore suitable methods that properly exploit the different dimensions of social tagging systems data are needed. In this book, we survey the most recent and state-of-the-art work about a whole new generation of recommender systems built to serve social tagging systems. The book is divided into self-contained chapters covering the background material on social tagging systems and recommender systems to the more advanced techniques like the ones based on tensor factorization and graph-based models.The social bookmark and publication management system bibsonomy A platform for evaluating and demonstrating Web 2.0 researchhttps://puma.uni-kassel.de/bibtex/23df3df75c079a4b2aa5535048fa59d7f/soenkegsoenkeg2014-01-27T09:19:02+01:00bibsonomy <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D Benz" itemprop="url" href="/author/D%20Benz"><span itemprop="name">D. Benz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A Hotho" itemprop="url" href="/author/A%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R Jaschke" itemprop="url" href="/author/R%20Jaschke"><span itemprop="name">R. Jaschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B Krause" itemprop="url" href="/author/B%20Krause"><span itemprop="name">B. Krause</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="F Mitzlaff" itemprop="url" href="/author/F%20Mitzlaff"><span itemprop="name">F. Mitzlaff</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="C Schmitz" itemprop="url" href="/author/C%20Schmitz"><span itemprop="name">C. Schmitz</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G Stumme" itemprop="url" href="/author/G%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>VLDB JOURNAL</em></span></span> </span>(<em><span>Dezember 2010<meta content="Dezember 2010" itemprop="datePublished"/></span></em>)Mon Jan 27 09:19:02 CET 2014VLDB JOURNAL126The social bookmark and publication management system bibsonomy A platform for evaluating and demonstrating Web 2.0 research192010bibsonomy Social resource sharing systems are central elements of the Web 2.0 and use the same kind of lightweight knowledge representation, called folksonomy. Their large user communities and ever-growing networks of user-generated content have made them an attractive object of investigation for researchers from different disciplines like Social Network Analysis, Data Mining, Information Retrieval or Knowledge Discovery. In this paper, we summarize and extend our work on different aspects of this branch of Web 2.0 research, demonstrated and evaluated within our own social bookmark and publication sharing system BibSonomy, which is currently among the three most popular systems of its kind. We structure this presentation along the different interaction phases of a user with our system, coupling the relevant research questions of each phase with the corresponding implementation issues. This approach reveals in a systematic fashion important aspects and results of the broad bandwidth of folksonomy research like capturing of emergent semantics, spam detection, ranking algorithms, analogies to search engine log data, personalized tag recommendations and information extraction techniques. We conclude that when integrating a real-life application like BibSonomy into research, certain constraints have to be considered; but in general, the tight interplay between our scientific work and the running system has made BibSonomy a valuable platform for demonstrating and evaluating Web 2.0 research.Relatedness of given nameshttps://puma.uni-kassel.de/bibtex/2072c87ef744216d0245f28c5f29ce851/stephandoerfelstephandoerfel2013-12-29T16:01:00+01:00relatedness similarity nameling cosine <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Folke Mitzlaff" itemprop="url" href="/author/Folke%20Mitzlaff"><span itemprop="name">F. Mitzlaff</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G Stumme" itemprop="url" href="/author/G%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Human Journal</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">1 </span></span>(<span itemprop="issueNumber">4</span>):
<span itemprop="pagination">205--217</span></em> </span>(<em><span>2012<meta content="2012" itemprop="datePublished"/></span></em>)Sun Dec 29 16:01:00 CET 2013Human Journal4205--217Relatedness of given names12012relatedness similarity nameling cosine Academic Publication Management with PUMA - Collect, Organize and Share Publicationshttps://puma.uni-kassel.de/bibtex/2da1a070510ce488d2f5c75fb7d80b31d/tentroptentrop2013-11-11T09:26:39+01:00PUMA <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Benz" itemprop="url" href="/author/D.%20Benz"><span itemprop="name">D. Benz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Jaschke" itemprop="url" href="/author/R.%20Jaschke"><span itemprop="name">R. Jaschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Halle" itemprop="url" href="/author/A.%20Halle"><span itemprop="name">A. Halle</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. G. S. Lima" itemprop="url" href="/author/A.%20G.%20S.%20Lima"><span itemprop="name">A. Lima</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="H. Steenweg" itemprop="url" href="/author/H.%20Steenweg"><span itemprop="name">H. Steenweg</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Stefani" itemprop="url" href="/author/S.%20Stefani"><span itemprop="name">S. Stefani</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Lalmas" itemprop="url" href="/author/M.%20Lalmas"><span itemprop="name">M. Lalmas</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Jose" itemprop="url" href="/author/J.%20Jose"><span itemprop="name">J. Jose</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Rauber" itemprop="url" href="/author/A.%20Rauber"><span itemprop="name">A. Rauber</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="F. Sebastiani" itemprop="url" href="/author/F.%20Sebastiani"><span itemprop="name">F. Sebastiani</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="I. Frommholz" itemprop="url" href="/author/I.%20Frommholz"><span itemprop="name">I. Frommholz</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>LECTURE NOTES IN COMPUTER SCIENCE</em></span></span> </span>(<em><span>Januar 2010<meta content="Januar 2010" itemprop="datePublished"/></span></em>)Mon Nov 11 09:26:39 CET 2013LECTURE NOTES IN COMPUTER SCIENCE16273Academic Publication Management with PUMA - Collect, Organize and Share Publications2010PUMA Academic Publication Management with PUMA - Collect, Organize and Share Publicationshttps://puma.uni-kassel.de/bibtex/2da1a070510ce488d2f5c75fb7d80b31d/02410753024107532013-11-08T12:11:43+01:00PUMA <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Benz" itemprop="url" href="/author/D.%20Benz"><span itemprop="name">D. Benz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Jaschke" itemprop="url" href="/author/R.%20Jaschke"><span itemprop="name">R. Jaschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Halle" itemprop="url" href="/author/A.%20Halle"><span itemprop="name">A. Halle</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. G. S. Lima" itemprop="url" href="/author/A.%20G.%20S.%20Lima"><span itemprop="name">A. Lima</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="H. Steenweg" itemprop="url" href="/author/H.%20Steenweg"><span itemprop="name">H. Steenweg</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Stefani" itemprop="url" href="/author/S.%20Stefani"><span itemprop="name">S. Stefani</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Lalmas" itemprop="url" href="/author/M.%20Lalmas"><span itemprop="name">M. Lalmas</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Jose" itemprop="url" href="/author/J.%20Jose"><span itemprop="name">J. Jose</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Rauber" itemprop="url" href="/author/A.%20Rauber"><span itemprop="name">A. Rauber</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="F. Sebastiani" itemprop="url" href="/author/F.%20Sebastiani"><span itemprop="name">F. Sebastiani</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="I. Frommholz" itemprop="url" href="/author/I.%20Frommholz"><span itemprop="name">I. Frommholz</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>LECTURE NOTES IN COMPUTER SCIENCE</em></span></span> </span>(<em><span>Januar 2010<meta content="Januar 2010" itemprop="datePublished"/></span></em>)Fri Nov 08 12:11:43 CET 2013LECTURE NOTES IN COMPUTER SCIENCE16273Academic Publication Management with PUMA - Collect, Organize and Share Publications2010PUMA Recommender Systems for Social Tagging Systemshttps://puma.uni-kassel.de/bibtex/287d6883ebd98e8810be45d7e7e4ade96/stummestumme2013-03-18T14:06:44+01:00tagging itegpub recommender collaborative social l3s folksonomy bookmarking myown 2012 info20 tagging,2012 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Balby Marinho" itemprop="url" href="/author/L.%20Balby%20Marinho"><span itemprop="name">L. Balby Marinho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Jäschke" itemprop="url" href="/author/R.%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Nanopoulos" itemprop="url" href="/author/A.%20Nanopoulos"><span itemprop="name">A. Nanopoulos</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Rendle" itemprop="url" href="/author/S.%20Rendle"><span itemprop="name">S. Rendle</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Schmidt-Thieme" itemprop="url" href="/author/L.%20Schmidt-Thieme"><span itemprop="name">L. Schmidt-Thieme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Symeonidis" itemprop="url" href="/author/P.%20Symeonidis"><span itemprop="name">P. Symeonidis</span></a></span>. </span><em>SpringerBriefs in Electrical and Computer Engineering </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>Februar 2012<meta content="Februar 2012" itemprop="datePublished"/></span></em>)Mon Mar 18 14:06:44 CET 2013febSpringerBriefs in Electrical and Computer EngineeringRecommender Systems for Social Tagging Systems2012tagging itegpub recommender collaborative social l3s folksonomy bookmarking myown 2012 info20 tagging,2012 Social Tagging Systems are web applications in which users upload resources (e.g., bookmarks, videos, photos, etc.) and annotate it with a list of freely chosen keywords called tags. This is a grassroots approach to organize a site and help users to find the resources they are interested in. Social tagging systems are open and inherently social; features that have been proven to encourage participation. However, with the large popularity of these systems and the increasing amount of user-contributed content, information overload rapidly becomes an issue. 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 social tagging systems, however, we face new challenges. While in classic recommender systems the mode of recommendation is basically the resource, in social tagging systems there are three possible modes of recommendation: users, resources, or tags. Therefore suitable methods that properly exploit the different dimensions of social tagging systems data are needed. In this book, we survey the most recent and state-of-the-art work about a whole new generation of recommender systems built to serve social tagging systems. The book is divided into self-contained chapters covering the background material on social tagging systems and recommender systems to the more advanced techniques like the ones based on tensor factorization and graph-based models.Recommender Systems for Social Tagging Systemshttps://puma.uni-kassel.de/bibtex/287d6883ebd98e8810be45d7e7e4ade96/hothohotho2012-02-14T08:29:50+01:00tagging recommender collaborative social folksonomy bookmarking myown 2012 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Balby Marinho" itemprop="url" href="/author/L.%20Balby%20Marinho"><span itemprop="name">L. Balby Marinho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Jäschke" itemprop="url" href="/author/R.%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Nanopoulos" itemprop="url" href="/author/A.%20Nanopoulos"><span itemprop="name">A. Nanopoulos</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Rendle" itemprop="url" href="/author/S.%20Rendle"><span itemprop="name">S. Rendle</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Schmidt-Thieme" itemprop="url" href="/author/L.%20Schmidt-Thieme"><span itemprop="name">L. Schmidt-Thieme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Symeonidis" itemprop="url" href="/author/P.%20Symeonidis"><span itemprop="name">P. Symeonidis</span></a></span>. </span><em>SpringerBriefs in Electrical and Computer Engineering </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>Februar 2012<meta content="Februar 2012" itemprop="datePublished"/></span></em>)Tue Feb 14 08:29:50 CET 2012febSpringerBriefs in Electrical and Computer EngineeringRecommender Systems for Social Tagging Systems2012tagging recommender collaborative social folksonomy bookmarking myown 2012 Social Tagging Systems are web applications in which users upload resources (e.g., bookmarks, videos, photos, etc.) and annotate it with a list of freely chosen keywords called tags. This is a grassroots approach to organize a site and help users to find the resources they are interested in. Social tagging systems are open and inherently social; features that have been proven to encourage participation. However, with the large popularity of these systems and the increasing amount of user-contributed content, information overload rapidly becomes an issue. 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 social tagging systems, however, we face new challenges. While in classic recommender systems the mode of recommendation is basically the resource, in social tagging systems there are three possible modes of recommendation: users, resources, or tags. Therefore suitable methods that properly exploit the different dimensions of social tagging systems data are needed. In this book, we survey the most recent and state-of-the-art work about a whole new generation of recommender systems built to serve social tagging systems. The book is divided into self-contained chapters covering the background material on social tagging systems and recommender systems to the more advanced techniques like the ones based on tensor factorization and graph-based models.Recommender Systems for Social Tagging Systemshttps://puma.uni-kassel.de/bibtex/287d6883ebd98e8810be45d7e7e4ade96/jaeschkejaeschke2012-02-13T12:52:23+01:00tagging recommender collaborative social folksonomy bookmarking myown 2012 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Balby Marinho" itemprop="url" href="/author/L.%20Balby%20Marinho"><span itemprop="name">L. Balby Marinho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Jäschke" itemprop="url" href="/author/R.%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Nanopoulos" itemprop="url" href="/author/A.%20Nanopoulos"><span itemprop="name">A. Nanopoulos</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Rendle" itemprop="url" href="/author/S.%20Rendle"><span itemprop="name">S. Rendle</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Schmidt-Thieme" itemprop="url" href="/author/L.%20Schmidt-Thieme"><span itemprop="name">L. Schmidt-Thieme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Symeonidis" itemprop="url" href="/author/P.%20Symeonidis"><span itemprop="name">P. Symeonidis</span></a></span>. </span><em>SpringerBriefs in Electrical and Computer Engineering </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>Februar 2012<meta content="Februar 2012" itemprop="datePublished"/></span></em>)Mon Feb 13 12:52:23 CET 2012febSpringerBriefs in Electrical and Computer EngineeringRecommender Systems for Social Tagging Systems2012tagging recommender collaborative social folksonomy bookmarking myown 2012 Social Tagging Systems are web applications in which users upload resources (e.g., bookmarks, videos, photos, etc.) and annotate it with a list of freely chosen keywords called tags. This is a grassroots approach to organize a site and help users to find the resources they are interested in. Social tagging systems are open and inherently social; features that have been proven to encourage participation. However, with the large popularity of these systems and the increasing amount of user-contributed content, information overload rapidly becomes an issue. 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 social tagging systems, however, we face new challenges. While in classic recommender systems the mode of recommendation is basically the resource, in social tagging systems there are three possible modes of recommendation: users, resources, or tags. Therefore suitable methods that properly exploit the different dimensions of social tagging systems data are needed. In this book, we survey the most recent and state-of-the-art work about a whole new generation of recommender systems built to serve social tagging systems. The book is divided into self-contained chapters covering the background material on social tagging systems and recommender systems to the more advanced techniques like the ones based on tensor factorization and graph-based models.Network Properties of Folksonomieshttps://puma.uni-kassel.de/bibtex/2d87e198a6d564ae8a8fe151e0a96fa0f/folkefolke2010-05-04T08:55:46+02:00clustering folksonomy community <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="C. Cattuto" itemprop="url" href="/author/C.%20Cattuto"><span itemprop="name">C. Cattuto</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="C. Schmitz" itemprop="url" href="/author/C.%20Schmitz"><span itemprop="name">C. Schmitz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Baldassarri" itemprop="url" href="/author/A.%20Baldassarri"><span itemprop="name">A. Baldassarri</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="V. D. P. Servedio" itemprop="url" href="/author/V.%20D.%20P.%20Servedio"><span itemprop="name">V. Servedio</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="V. Loreto" itemprop="url" href="/author/V.%20Loreto"><span itemprop="name">V. Loreto</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Grahl" itemprop="url" href="/author/M.%20Grahl"><span itemprop="name">M. Grahl</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>AI Communications</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">20 </span></span>(<span itemprop="issueNumber">4</span>):
<span itemprop="pagination">245 - 262</span></em> </span>(<em><span>2007<meta content="2007" itemprop="datePublished"/></span></em>)Tue May 04 08:55:46 CEST 2010AI Communications4245 - 262Network Properties of Folksonomies202007clustering folksonomy community Reverse Pivoting in Conceptual Information Systemshttps://puma.uni-kassel.de/bibtex/230e49504f597ba1809649a98b7c3a6b0/stummestumme2010-05-04T00:24:03+02:00OntologyHandbook FCA <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Hereth" itemprop="url" href="/author/J.%20Hereth"><span itemprop="name">J. Hereth</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Conceptual Structures: Broadening the Base</span>, </em></span><em>Volume 2120 von Lecture Notes in Computer Science, </em><em>Seite <span itemprop="pagination">202-215</span>. </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2001<meta content="2001" itemprop="datePublished"/></span></em>)Tue May 04 00:24:03 CEST 2010Conceptual Structures: Broadening the Base202-215Lecture Notes in Computer ScienceReverse Pivoting in Conceptual Information Systems21202001OntologyHandbook FCA fcaUsage Mining for and on the Semantic Webhttps://puma.uni-kassel.de/bibtex/24a68d1443065dcd7980989e97cb0af69/stummestumme2010-04-07T13:54:41+02:00semantic 2002 myown mining usage web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Berendt" itemprop="url" href="/author/B.%20Berendt"><span itemprop="name">B. Berendt</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proc. NSF Workshop on Next Generation Data Mining</span>, </em></span><em>Seite <span itemprop="pagination">77-86</span>. </em><em>Baltimore, </em>(<em><span>November 2002<meta content="November 2002" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010BaltimoreProc. NSF Workshop on Next Generation Data MiningNovember77-86Usage Mining for and on the Semantic Web2002semantic 2002 myown mining usage web Publications of Gerd StummeSemantic Methods and Tools for Information Portals - The SemIPort Project (Project Description)https://puma.uni-kassel.de/bibtex/2c9fdc0e65bbd2a49ee0b1396b068a76d/stummestumme2010-04-07T13:54:41+02:00informationsportale information project Semantic ontologies semiport portals semantic 2002 bmbf myown portal web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Gonzalez-Olalla" itemprop="url" href="/author/J.%20Gonzalez-Olalla"><span itemprop="name">J. Gonzalez-Olalla</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Semantic Web Mining. Proc. of the Semantic Web Mining Workshop of the 13th Europ. Conf.</span>, </em></span><em>Seite <span itemprop="pagination">90</span>. </em><em>Helsinki, </em>(<em><span>August 2002<meta content="August 2002" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HelsinkiSemantic Web Mining. Proc. of the Semantic Web Mining Workshop of the 13th Europ. Conf.August 19,90Semantic Methods and Tools for Information Portals - The {S}em{IP}ort Project (Project Description)2002informationsportale information project Semantic ontologies semiport portals semantic 2002 bmbf myown portal web Publications of Gerd StummeTheory-Driven Logical Scalinghttps://puma.uni-kassel.de/bibtex/2012c6e353faa417521e9c88fc5c89f1e/stummestumme2010-04-07T13:54:41+02:001999 conceptual concept formal analysis fca myown scaling lattices <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Prediger" itemprop="url" href="/author/S.%20Prediger"><span itemprop="name">S. Prediger</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proc. 6th Intl. Workshop Knowledge Representation Meets Databases (KRDB'99)</span>, </em></span><em> CEUR Workshop Proc. 21, </em>(<em><span>1999<meta content="1999" itemprop="datePublished"/></span></em>)<em>Also in: P. Lambrix et al (Eds.): Proc. Intl. Workshop on Description Logics (DL'99). CEUR Workshop Proc. 22, 1999
http://ceur-ws.org/Vol-21.</em>Wed Apr 07 13:54:41 CEST 2010Proc. 6th Intl. Workshop Knowledge Representation Meets Databases (KRDB'99)Also in: P. Lambrix et al (Eds.): Proc. Intl. Workshop on Description Logics (DL'99). CEUR Workshop Proc. 22, 1999
\url{http://ceur-ws.org/Vol-21}Theory-Driven Logical ScalingCEUR Workshop Proc. 2119991999 conceptual concept formal analysis fca myown scaling lattices Publications of Gerd StummeReuse in the Development Process of TOSCANA Systemshttps://puma.uni-kassel.de/bibtex/2ff51aec56eefef18f1a089158a9b074c/stummestumme2010-04-07T13:54:41+02:001999 concept formal toscana analysis fca myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Skorsky" itemprop="url" href="/author/M.%20Skorsky"><span itemprop="name">M. Skorsky</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Wille" itemprop="url" href="/author/R.%20Wille"><span itemprop="name">R. Wille</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="U. Wille" itemprop="url" href="/author/U.%20Wille"><span itemprop="name">U. Wille</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proc. Workshop on Knowledge Management, Organizational Memory and Reuse, 5th German Conf. on</span>, </em></span><em>Würzburg, </em>(<em><span>März 1999<meta content="März 1999" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010WürzburgProc. Workshop on Knowledge Management, Organizational Memory and Reuse, 5th German Conf. onMarch 3-5,Reuse in the Development Process of {TOSCANA} Systems19991999 concept formal toscana analysis fca myown Publications of Gerd StummeConceptual Knowledge Discovery with Frequent Concept Latticeshttps://puma.uni-kassel.de/bibtex/26d562dc043ba698acee8a83ce35bde6e/stummestumme2010-04-07T13:54:41+02:00concept iceberg discovery association analysis kdd myown frequent rule data lattices knowledge 1999 closed formal rules condensed itemsets fca representations mining <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><em><span itemprop="educationalUse">FB4-Preprint 2043</span>, </em><em><span itemprop="producer">TU Darmstadt</span>, </em>(<em><span>1999<meta content="1999" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Conceptual Knowledge Discovery with Frequent Concept Lattices{FB}4-{P}reprint 20431999concept iceberg discovery association analysis kdd myown frequent rule data lattices knowledge 1999 closed formal rules condensed itemsets fca representations mining Publications of Gerd StummeTowards an Order-Theoretical Foundation for Maintaining and Merging Ontologieshttps://puma.uni-kassel.de/bibtex/283cc12ae3979a3e4108e5442b7da0b4f/stummestumme2010-04-07T13:54:41+02:00concept formal ontologies merging semantic analysis 2000 fca myown ontology web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Studer" itemprop="url" href="/author/R.%20Studer"><span itemprop="name">R. Studer</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Sure" itemprop="url" href="/author/Y.%20Sure"><span itemprop="name">Y. Sure</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Verbundtagung Wirtschaftsinformatik 2000</span>, </em></span><em>Seite <span itemprop="pagination">136-149</span>. </em><em>Aachen, </em><em><span itemprop="publisher">Shaker</span>, </em>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010AachenVerbundtagung Wirtschaftsinformatik 2000136-149Towards an Order-Theoretical Foundation for Maintaining and Merging Ontologies2000concept formal ontologies merging semantic analysis 2000 fca myown ontology web Publications of Gerd StummeReverse Pivoting in Conceptual Information Systems.https://puma.uni-kassel.de/bibtex/286270d99bc6aafb48a23c650c254d23e/stummestumme2010-04-07T13:54:41+02:00pivoting information systems conceptual concept formal toscana 2001 analysis fca myown reverse <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Hereth" itemprop="url" href="/author/J.%20Hereth"><span itemprop="name">J. Hereth</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Conceptual Structures: Broadening the Base.</span>, </em></span><em>Volume 2120 von LNAI, </em><em>Seite <span itemprop="pagination">202-215</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2001<meta content="2001" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergConceptual Structures: Broadening the Base. 202-215LNAIReverse Pivoting in Conceptual Information Systems.21202001pivoting information systems conceptual concept formal toscana 2001 analysis fca myown reverse Publications of Gerd StummeConceptual Clustering of Text Clustershttps://puma.uni-kassel.de/bibtex/2e253c44552a046fe90236274bcfeab13/stummestumme2010-04-07T13:54:41+02:00conceptual concept formal text clustering 2002 analysis fca myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Hotho" itemprop="url" href="/author/A.%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proc. Fachgruppentreffen Maschinelles Lernen (FGML 2002)</span>, </em></span><em>Seite <span itemprop="pagination">37-45</span>. </em>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Proc. Fachgruppentreffen Maschinelles Lernen (FGML 2002)37-45Conceptual Clustering of Text Clusters2002conceptual concept formal text clustering 2002 analysis fca myown Publications of Gerd StummeA geometrical heuristic for drawing concept latticeshttps://puma.uni-kassel.de/bibtex/2e2ae749ca645c1526e7c76f752b03c87/stummestumme2010-04-07T13:54:41+02:001995 OntologyHandbook FCA myown <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Wille" itemprop="url" href="/author/R.%20Wille"><span itemprop="name">R. Wille</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Graph Drawing</span>, </em><em><span itemprop="publisher">Springer-Verlag</span>, </em></span>(<em><span>1995<meta content="1995" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Graph Drawing452--459Lecture Notes in Computer Science, Vol. 894A geometrical heuristic for drawing concept lattices19951995 OntologyHandbook FCA myown Publications of Gerd Stumme