PUMA publications for /user/stumme/network%20myownhttps://puma.uni-kassel.de/user/stumme/network%20myownPUMA RSS feed for /user/stumme/network%20myown2024-03-29T16:05:15+01:00How Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networkshttps://puma.uni-kassel.de/bibtex/2bf958ff2b11df1d9d15d9287ea07a5c9/stummestumme2013-12-16T17:19:49+01:002013 analysis iteg itegpub l3s link myown network prediction social <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christoph Scholz" itemprop="url" href="/author/Christoph%20Scholz"><span itemprop="name">C. Scholz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Atzmueller" itemprop="url" href="/author/Martin%20Atzmueller"><span itemprop="name">M. Atzmueller</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Mark Kibanov" itemprop="url" href="/author/Mark%20Kibanov"><span itemprop="name">M. Kibanov</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ASONAM</span>, </em></span>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)Mon Dec 16 17:19:49 CET 2013ASONAMHow Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networks20132013 analysis iteg itegpub l3s link myown network prediction social How Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networkshttps://puma.uni-kassel.de/bibtex/215cbb7f4dbbb8bc6ee9b7a2bf666f032/stummestumme2013-12-16T17:19:49+01:002013 analysis iteg itegpub l3s link myown network <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christoph Scholz" itemprop="url" href="/author/Christoph%20Scholz"><span itemprop="name">C. Scholz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Atzmueller" itemprop="url" href="/author/Martin%20Atzmueller"><span itemprop="name">M. Atzmueller</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Mark Kibanov" itemprop="url" href="/author/Mark%20Kibanov"><span itemprop="name">M. Kibanov</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Advances in Social Networks Analysis and Mining (ASONAM), 2013 International Conference on</span>, </em></span><em>Los Alamitos, CA, USA, </em>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)Mon Dec 16 17:19:49 CET 2013Los Alamitos, CA, USAAdvances in Social Networks Analysis and Mining (ASONAM), 2013 International Conference onHow Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networks20132013 analysis iteg itegpub l3s link myown network Understanding the process of link creation is rather important for link prediction in social networks. Therefore, this paper analyzes contact structures in networks of face-to-face spatial proximity, and presents new insights on the dynamic and static contact behavior in such real world networks.
We focus on face-to-face contact networks collected at different conferences using the social conference guidance system Conferator. Specifically, we investigate the strength of ties and its connection to triadic closures in face-to-face proximity networks. Furthermore, we analyze the predictability of all, new and recurring links at different points of time during the conference. In addition, we consider network dynamics for the prediction of new links.Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0https://puma.uni-kassel.de/bibtex/2f8d7bc2af5753906dc3897196daac18c/stummestumme2010-12-15T11:40:56+01:002010 data introduction itegpub l3s mining myown network semantic social unik web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bettina Berendt" itemprop="url" href="/author/Bettina%20Berendt"><span itemprop="name">B. Berendt</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%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>Web Semantics: Science, Services and Agents on the World Wide Web</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">8 </span></span>(<span itemprop="issueNumber">2-3</span>):
<span itemprop="pagination">95 - 96</span></em> </span>(<em><span>2010<meta content="2010" itemprop="datePublished"/></span></em>)<em>Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0; The Future of Knowledge Dissemination: The Elsevier Grand Challenge for the Life Sciences.</em>Wed Dec 15 11:40:56 CET 2010Web Semantics: Science, Services and Agents on the World Wide WebBridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0; The Future of Knowledge Dissemination: The Elsevier Grand Challenge for the Life Sciences2-395 - 96Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0820102010 data introduction itegpub l3s mining myown network semantic social unik web Logsonomy - Social Information Retrieval with Logdatahttps://puma.uni-kassel.de/bibtex/2e64d14f3207766f4afc65983fa759ffe/stummestumme2010-05-19T11:55:51+02:002.0 2008 analysis folksonomy information itegpub logsonomy myown network retrieval search social tagorapub web web2.0 web20 <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Beate Krause" itemprop="url" href="/author/Beate%20Krause"><span itemprop="name">B. Krause</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Robert Jäschke" itemprop="url" href="/author/Robert%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">HT '08: Proceedings of the Nineteenth ACM Conference on Hypertext and Hypermedia</span>, </em></span><em>page <span itemprop="pagination">157--166</span>. </em><em>New York, NY, USA, </em><em><span itemprop="publisher">ACM</span>, </em>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)Wed May 19 11:55:51 CEST 2010New York, NY, USAHT '08: Proceedings of the Nineteenth ACM Conference on Hypertext and Hypermedia157--166Logsonomy - Social Information Retrieval with Logdata20082.0 2008 analysis folksonomy information itegpub logsonomy myown network retrieval search social tagorapub web web2.0 web20 Social bookmarking systems constitute an established
part of the Web 2.0. In such systems
users describe bookmarks by keywords
called tags. The structure behind these social
systems, called folksonomies, can be viewed
as a tripartite hypergraph of user, tag and resource
nodes. This underlying network shows
specific structural properties that explain its
growth and the possibility of serendipitous
exploration.
Today’s search engines represent the gateway
to retrieve information from the World Wide
Web. Short queries typically consisting of
two to three words describe a user’s information
need. In response to the displayed
results of the search engine, users click on
the links of the result page as they expect
the answer to be of relevance.
This clickdata can be represented as a folksonomy
in which queries are descriptions of
clicked URLs. The resulting network structure,
which we will term logsonomy is very
similar to the one of folksonomies. In order
to find out about its properties, we analyze
the topological characteristics of the tripartite
hypergraph of queries, users and bookmarks
on a large snapshot of del.icio.us and
on query logs of two large search engines.
All of the three datasets show small world
properties. The tagging behavior of users,
which is explained by preferential attachment
of the tags in social bookmark systems, is
reflected in the distribution of single query
words in search engines. We can conclude
that the clicking behaviour of search engine
users based on the displayed search results
and the tagging behaviour of social bookmarking
users is driven by similar dynamics.Proceedings of the 2nd Workshop on Semantic Network Analysishttps://puma.uni-kassel.de/bibtex/2786a452a14c5189d82dc56f16cc2a266/stummestumme2010-04-07T13:54:41+02:002006 Network Semantic analysis eswc l3s myown nepomuk network proceedings semantic workshop <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Harith Alani" itemprop="url" href="/author/Harith%20Alani"><span itemprop="name">H. Alani</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Bettina Hoser" itemprop="url" href="/author/Bettina%20Hoser"><span itemprop="name">B. Hoser</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Christoph Schmitz" itemprop="url" href="/author/Christoph%20Schmitz"><span itemprop="name">C. Schmitz</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span> (Eds.).
. </span>(<em><span>2006<meta content="2006" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Proceedings of the 2nd Workshop on Semantic Network Analysis20062006 Network Semantic analysis eswc l3s myown nepomuk network proceedings semantic workshop Publications of Gerd StummeMining Association Rules in Folksonomieshttps://puma.uni-kassel.de/bibtex/211b2a59a568d246d7f36cb68169a464a/stummestumme2010-04-07T13:54:41+02:002006 analysis fca folksonomies folksonomy l3s myown nepomuk network semantic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christoph Schmitz" itemprop="url" href="/author/Christoph%20Schmitz"><span itemprop="name">C. Schmitz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Robert Jäschke" itemprop="url" href="/author/Robert%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Data Science and Classification. Proceedings of the 10th IFCS Conf.</span>, </em></span><em>page <span itemprop="pagination">261--270</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>July 2006<meta content="July 2006" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergData Science and Classification. Proceedings of the 10th IFCS Conf.July261--270Studies in Classification, Data Analysis, and Knowledge OrganizationMining Association Rules in Folksonomies20062006 analysis fca folksonomies folksonomy l3s myown nepomuk network semantic Social bookmark tools are rapidly emerging on the Web. In such
systems users are setting up lightweight conceptual structures
called folksonomies. These systems provide currently relatively few
structure. We discuss in this paper, how association rule mining
can be adopted to analyze and structure folksonomies, and how the results can be used
for ontology learning and supporting emergent semantics. We
demonstrate our approach on a large scale dataset stemming from an
online system.Publications of Gerd StummeProceedings of the First Workshop on Semantic Network Analysishttps://puma.uni-kassel.de/bibtex/2c44763991d44182c53606a2c93054f26/stummestumme2010-04-07T13:54:41+02:002005 analysis iswc itegpub l3s myown nepomuk network proceedings semantic semna sna workshop <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Bettina Hoser" itemprop="url" href="/author/Bettina%20Hoser"><span itemprop="name">B. Hoser</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Christoph Schmitz" itemprop="url" href="/author/Christoph%20Schmitz"><span itemprop="name">C. Schmitz</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Harith Alani" itemprop="url" href="/author/Harith%20Alani"><span itemprop="name">H. Alani</span></a></span> (Eds.).
. </span><em>Aachen, </em><em><span itemprop="publisher">CEUR Proceedings</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010AachenProceedings of the First Workshop on Semantic Network Analysis 20052005 analysis iswc itegpub l3s myown nepomuk network proceedings semantic semna sna workshop Publications of Gerd StummeNetwork Properties of Folksonomieshttps://puma.uni-kassel.de/bibtex/2da6c676c5664017247c7564fc247b190/stummestumme2010-04-07T13:54:41+02:002007 emergent fca folksonomies folksonomy itegpub l3s myown network semantics seminar2009 tagorapub <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ciro Cattuto" itemprop="url" href="/author/Ciro%20Cattuto"><span itemprop="name">C. Cattuto</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christoph Schmitz" itemprop="url" href="/author/Christoph%20Schmitz"><span itemprop="name">C. Schmitz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andrea Baldassarri" itemprop="url" href="/author/Andrea%20Baldassarri"><span itemprop="name">A. Baldassarri</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Vito D. P. Servedio" itemprop="url" href="/author/Vito%20D.%20P.%20Servedio"><span itemprop="name">V. Servedio</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Vittorio Loreto" itemprop="url" href="/author/Vittorio%20Loreto"><span itemprop="name">V. Loreto</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Miranda Grahl" itemprop="url" href="/author/Miranda%20Grahl"><span itemprop="name">M. Grahl</span></a></span>, and <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%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 Journal, Special Issue on ``Network Analysis in Natural Sciences and Engineering''</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>)Wed Apr 07 13:54:41 CEST 2010AI Communications Journal, Special Issue on ``Network Analysis in Natural Sciences and Engineering''4245-262Network Properties of Folksonomies2020072007 emergent fca folksonomies folksonomy itegpub l3s myown network semantics seminar2009 tagorapub Publications of Gerd Stumme