PUMA publications for /author/Bettina%20Berendthttps://puma.uni-kassel.de/author/Bettina%20BerendtPUMA RSS feed for /author/Bettina%20Berendt2024-03-29T14:14:07+01:00Semantic Web Mining and the Representation, Analysis, and Evolution of Web Spacehttps://puma.uni-kassel.de/bibtex/2f8826ba2790eeb857dd4becb31a08225/itegiteg2011-11-22T10:26:32+01:00itegpub 2005 semantic l3s myown mining 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>, und <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">Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space</span>, </em></span><em>Seite <span itemprop="pagination">1-16</span>. </em><em><span itemprop="publisher">Technical University of Ostrava</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Tue Nov 22 10:26:32 CET 2011Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space1-16Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space2005itegpub 2005 semantic l3s myown mining web Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0https://puma.uni-kassel.de/bibtex/2f8d7bc2af5753906dc3897196daac18c/itegiteg2011-11-22T10:26:32+01:00itegpub semantic social l3s 2010 network myown data mining unik introduction 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>, und <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>Tue Nov 22 10:26:32 CET 2011Web 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 2.082010itegpub semantic social l3s 2010 network myown data mining unik introduction web Usage Mining for and on the Semantic Webhttps://puma.uni-kassel.de/bibtex/20ef00fe39718eae61dca4d251b14578d/itegiteg2011-11-22T10:26:32+01:00itegpub 2004 semantic l3s myown mining usage 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>, und <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 Mining Next Generation Challenges and Future Directions</span>, </em><em><span itemprop="publisher">AAAI Press</span>, </em><em>Boston, </em></span>(<em><span>2004<meta content="2004" itemprop="datePublished"/></span></em>)Tue Nov 22 10:26:32 CET 2011BostonData Mining Next Generation Challenges and Future Directions461-481Usage Mining for and on the Semantic Web2004itegpub 2004 semantic l3s myown mining usage web Semantic Web Mining aims at combining the two fast-developing
research areas Semantic Web and Web Mining.
Web Mining aims at discovering insights about the meaning of Web
resources and their usage. Given the primarily syntactical nature
of data Web mining operates on, the discovery of meaning is
impossible based on these data only. Therefore, formalizations of
the semantics of Web resources and navigation behavior are
increasingly being used. This fits exactly with the aims of the
Semantic Web: the Semantic Web enriches the WWW by
machine-processable information which supports the user in his
tasks. In this paper, we discuss the interplay of the Semantic Web
with Web Mining, with a specific focus on usage mining.A Roadmap for Web Mining: From Web to Semantic Web.https://puma.uni-kassel.de/bibtex/2158a99f0088fcefa45b1eb7f96aa5673/itegiteg2011-11-22T10:26:32+01:00pkdd workshop itegpub 2004 proceedings semantic l3s ecml myown roadmap ewmf mining 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>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dunja Mladenic" itemprop="url" href="/author/Dunja%20Mladenic"><span itemprop="name">D. Mladenic</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Maarten van Someren" itemprop="url" href="/author/Maarten%20van%20Someren"><span itemprop="name">M. van Someren</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Myra Spiliopoulou" itemprop="url" href="/author/Myra%20Spiliopoulou"><span itemprop="name">M. Spiliopoulou</span></a></span>, und <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">Web Mining: From Web to Semantic Web</span>, </em></span><em> 3209, </em><em>Seite <span itemprop="pagination">1-22</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2004<meta content="2004" itemprop="datePublished"/></span></em>)Tue Nov 22 10:26:32 CET 2011HeidelbergWeb Mining: From Web to Semantic Web1-22A Roadmap for Web Mining: From Web to Semantic Web.32092004pkdd workshop itegpub 2004 proceedings semantic l3s ecml myown roadmap ewmf mining web The purpose of Web mining is to develop methods and systems for discovering models of objects and processes on the World Wide Web and for web-based systems that show adaptive performance. Web Mining integrates three parent areas: Data Mining (we use this term here also for the closely related areas of Machine Learning and Knowledge Discovery), Internet technology and World Wide Web, and for the more recent Semantic Web. The World Wide Web has made an enormous amount of information electronically accessible. The use of email, news and markup languages like HTML allow users to publish and read documents at a world-wide scale and to communicate via chat connections, including information in the form of images and voice records. The HTTP protocol that enables access to documents over the network via Web browsers created an immense improvement in communication and access to information. For some years these possibilities were used mostly in the scientific world but recent years have seen an immense growth in popularity, supported by the wide availability of computers and broadband communication. The use of the internet for other tasks than finding information and direct communication is increasing, as can be seen from the interest in ldquoe-activitiesrdquo such as e-commerce, e-learning, e-government, e-science.Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0https://puma.uni-kassel.de/bibtex/2f8d7bc2af5753906dc3897196daac18c/benzbenz2011-02-04T16:09:44+01:00social_web background ol_web2.0 semantic_web bridge semantic social web2.0 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>, und <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>Fri Feb 04 16:09:44 CET 2011Web 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 2.082010social_web background ol_web2.0 semantic_web bridge semantic social web2.0 web Topical Structure discovery in Folksonomieshttps://puma.uni-kassel.de/bibtex/2facd74aabc141b472a22ad9b552a10b1/benzbenz2011-02-04T16:06:03+01:00topics discovery folksonomy ol_web2.o <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ilija Subasic" itemprop="url" href="/author/Ilija%20Subasic"><span itemprop="name">I. Subasic</span></a></span>, und <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><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of Wikis, Blogs, Bookmarking Tools - Mining the Web 2.0 Workshop (WBBTMine2008)</span>, </em></span>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)Fri Feb 04 16:06:03 CET 2011Proceedings of Wikis, Blogs, Bookmarking Tools - Mining the Web 2.0 Workshop (WBBTMine2008)Topical Structure discovery in Folksonomies2008topics discovery folksonomy ol_web2.o 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+01:00itegpub semantic social l3s 2010 network myown data mining unik introduction 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>, und <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 2.082010itegpub semantic social l3s 2010 network myown data mining unik introduction web Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0https://puma.uni-kassel.de/bibtex/2f8d7bc2af5753906dc3897196daac18c/hothohotho2010-07-08T12:57:16+02:00semantic social 2010 network myown data mining introduction 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>, und <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>Thu Jul 08 12:57:16 CEST 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 2.082010semantic social 2010 network myown data mining introduction web Intelligent scientific authoring tools: interactive data mining for constructive uses of citation networkshttps://puma.uni-kassel.de/bibtex/24d3bf12ae82b54271a4b059c11023965/krausekrause2010-05-03T11:19:46+02:002010 imported myown <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="Beate Krause" itemprop="url" href="/author/Beate%20Krause"><span itemprop="name">B. Krause</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Sebastian Kolbe-Nusser" itemprop="url" href="/author/Sebastian%20Kolbe-Nusser"><span itemprop="name">S. Kolbe-Nusser</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>Information Processing & Management</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">46 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">1--10</span></em> </span>(<em><span>Januar 2010<meta content="Januar 2010" itemprop="datePublished"/></span></em>)Mon May 03 11:19:46 CEST 2010Information Processing \& ManagementJanuary11--10Intelligent scientific authoring tools: interactive data mining for constructive uses of citation networks4620102010 imported myown Usage Mining for and on the Semantic Webhttps://puma.uni-kassel.de/bibtex/20ef00fe39718eae61dca4d251b14578d/stummestumme2010-04-07T13:54:41+02:00itegpub 2004 semantic l3s myown mining usage 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>, und <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 Mining Next Generation Challenges and Future Directions</span>, </em><em><span itemprop="publisher">AAAI Press</span>, </em><em>Boston, </em></span>(<em><span>2004<meta content="2004" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010BostonData Mining Next Generation Challenges and Future Directions461-481Usage Mining for and on the Semantic Web2004itegpub 2004 semantic l3s myown mining usage web Semantic Web Mining aims at combining the two fast-developing
research areas Semantic Web and Web Mining.
Web Mining aims at discovering insights about the meaning of Web
resources and their usage. Given the primarily syntactical nature
of data Web mining operates on, the discovery of meaning is
impossible based on these data only. Therefore, formalizations of
the semantics of Web resources and navigation behavior are
increasingly being used. This fits exactly with the aims of the
Semantic Web: the Semantic Web enriches the WWW by
machine-processable information which supports the user in his
tasks. In this paper, we discuss the interplay of the Semantic Web
with Web Mining, with a specific focus on usage mining.Publications of Gerd StummeSemantic Web Mining - State of the Art and Future Directionshttps://puma.uni-kassel.de/bibtex/29937253e6b2591267a0596fa597a4b96/stummestumme2010-04-07T13:54:41+02:00sota 2006 semantic survey l3s myown mining web <span class="authorEditorList"><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 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>, und <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><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Journal of Web Semantics</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">4 </span></span>(<span itemprop="issueNumber">2</span>):
<span itemprop="pagination">124-143</span></em> </span>(<em><span>2006<meta content="2006" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Journal of Web Semantics2124-143Semantic Web Mining - State of the Art and Future Directions42006sota 2006 semantic survey l3s myown mining web SemanticWeb Mining aims at combining the two fast-developing research areas SemanticWeb andWeb Mining.
This survey analyzes the convergence of trends from both areas: an increasing number of researchers is working on
improving the results ofWeb Mining by exploiting semantic structures in theWeb, and they make use ofWeb Mining
techniques for building the Semantic Web. Last but not least, these techniques can be used for mining the Semantic
Web itself.
The Semantic Web is the second-generation WWW, enriched by machine-processable information which supports
the user in his tasks. Given the enormous size even of today’s Web, it is impossible to manually enrich all of
these resources. Therefore, automated schemes for learning the relevant information are increasingly being used.
Web Mining aims at discovering insights about the meaning of Web resources and their usage. Given the primarily
syntactical nature of the data being mined, the discovery of meaning is impossible based on these data only. Therefore,
formalizations of the semantics of Web sites and navigation behavior are becoming more and more common.
Furthermore, mining the Semantic Web itself is another upcoming application. We argue that the two areas Web
Mining and Semantic Web need each other to fulfill their goals, but that the full potential of this convergence is not
yet realized. This paper gives an overview of where the two areas meet today, and sketches ways of how a closer
integration could be profitable.A Roadmap for Web Mining: From Web to Semantic Web.https://puma.uni-kassel.de/bibtex/2158a99f0088fcefa45b1eb7f96aa5673/stummestumme2010-04-07T13:54:41+02:00pkdd workshop itegpub 2004 proceedings semantic l3s ecml myown roadmap ewmf mining 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>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dunja Mladenic" itemprop="url" href="/author/Dunja%20Mladenic"><span itemprop="name">D. Mladenic</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Maarten van Someren" itemprop="url" href="/author/Maarten%20van%20Someren"><span itemprop="name">M. van Someren</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Myra Spiliopoulou" itemprop="url" href="/author/Myra%20Spiliopoulou"><span itemprop="name">M. Spiliopoulou</span></a></span>, und <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">Web Mining: From Web to Semantic Web</span>, </em></span><em> 3209, </em><em>Seite <span itemprop="pagination">1-22</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2004<meta content="2004" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergWeb Mining: From Web to Semantic WebDBLP:conf/ewmf/20031-22A Roadmap for Web Mining: From Web to Semantic Web.32092004pkdd workshop itegpub 2004 proceedings semantic l3s ecml myown roadmap ewmf mining web The purpose of Web mining is to develop methods and systems for discovering models of objects and processes on the World Wide Web and for web-based systems that show adaptive performance. Web Mining integrates three parent areas: Data Mining (we use this term here also for the closely related areas of Machine Learning and Knowledge Discovery), Internet technology and World Wide Web, and for the more recent Semantic Web. The World Wide Web has made an enormous amount of information electronically accessible. The use of email, news and markup languages like HTML allow users to publish and read documents at a world-wide scale and to communicate via chat connections, including information in the form of images and voice records. The HTTP protocol that enables access to documents over the network via Web browsers created an immense improvement in communication and access to information. For some years these possibilities were used mostly in the scientific world but recent years have seen an immense growth in popularity, supported by the wide availability of computers and broadband communication. The use of the internet for other tasks than finding information and direct communication is increasing, as can be seen from the interest in ldquoe-activitiesrdquo such as e-commerce, e-learning, e-government, e-science.Publications of Gerd StummeSemantic Web Mining and the Representation, Analysis, and Evolution of Web Spacehttps://puma.uni-kassel.de/bibtex/2f8826ba2790eeb857dd4becb31a08225/stummestumme2010-04-07T13:54:41+02:00itegpub 2005 semantic l3s myown mining 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>, und <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">Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space</span>, </em></span><em>Seite <span itemprop="pagination">1-16</span>. </em><em><span itemprop="publisher">Technical University of Ostrava</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space1-16Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space2005itegpub 2005 semantic l3s myown mining web Publications of Gerd StummeResearch Challenges in Ubiquitous Knowledge Discoveryhttps://puma.uni-kassel.de/bibtex/2be3c753af98ab591b4f31d349513b461/hothohotho2009-01-19T11:30:18+01:002008 ubiquitous kdd myown data mining kdubiq <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Michael May" itemprop="url" href="/author/Michael%20May"><span itemprop="name">M. May</span></a></span>, <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="Antoine Cornuéjols" itemprop="url" href="/author/Antoine%20Cornu%c3%a9jols"><span itemprop="name">A. Cornuéjols</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jõao Gama" itemprop="url" href="/author/J%c3%b5ao%20Gama"><span itemprop="name">J. Gama</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Fosca Giannotti" itemprop="url" href="/author/Fosca%20Giannotti"><span itemprop="name">F. Giannotti</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="Donato Malerba" itemprop="url" href="/author/Donato%20Malerba"><span itemprop="name">D. Malerba</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ernestina Menesalvas" itemprop="url" href="/author/Ernestina%20Menesalvas"><span itemprop="name">E. Menesalvas</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Katharina Morik" itemprop="url" href="/author/Katharina%20Morik"><span itemprop="name">K. Morik</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rasmus Pedersen" itemprop="url" href="/author/Rasmus%20Pedersen"><span itemprop="name">R. Pedersen</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lorenza Saitta" itemprop="url" href="/author/Lorenza%20Saitta"><span itemprop="name">L. Saitta</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yücel Saygin" itemprop="url" href="/author/Y%c3%bccel%20Saygin"><span itemprop="name">Y. Saygin</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Assaf Schuster" itemprop="url" href="/author/Assaf%20Schuster"><span itemprop="name">A. Schuster</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Koen Vanhoof" itemprop="url" href="/author/Koen%20Vanhoof"><span itemprop="name">K. Vanhoof</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Next Generation of Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)</span>, </em><em><span itemprop="publisher">Chapman & Hall/CRC</span>, </em><em><span itemprop="bookEdition">1</span> Edition, </em></span>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)Mon Jan 19 11:30:18 CET 2009Next Generation of Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)1Research Challenges in Ubiquitous Knowledge Discovery20082008 ubiquitous kdd myown data mining kdubiq Amazon.com: Next Generation of Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series): Hillol Kargupta, Jiawei Han, Philip S. Yu, Rajeev Motwani, Vipin Kumar: BooksSemantic Web Mining and the Representation, Analysis, and Evolution of Web Spacehttps://puma.uni-kassel.de/bibtex/2f8826ba2790eeb857dd4becb31a08225/hothohotho2008-01-13T12:05:45+01:002005 semantic myown mining SumSchool06 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>, und <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">Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space</span>, </em></span><em>Seite <span itemprop="pagination">1--16</span>. </em><em><span itemprop="publisher">Technical University of Ostrava</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Sun Jan 13 12:05:45 CET 2008Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space1--16Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space20052005 semantic myown mining SumSchool06 web Usage Mining for and on the Semantic Webhttps://puma.uni-kassel.de/bibtex/20ef00fe39718eae61dca4d251b14578d/jaeschkejaeschke2007-02-01T14:04:37+01:00trias_example semantic iccs_example mining usage 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>, und <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 Mining Next Generation Challenges and Future Directions</span>, </em><em><span itemprop="publisher">AAAI Press</span>, </em><em>Boston, </em></span>(<em><span>2004<meta content="2004" itemprop="datePublished"/></span></em>)Thu Feb 01 14:04:37 CET 2007BostonData Mining Next Generation Challenges and Future Directions461-481Usage Mining for and on the Semantic Web2004trias_example semantic iccs_example mining usage web Semantic Web Mining aims at combining the two fast-developing
research areas Semantic Web and Web Mining.
Web Mining aims at discovering insights about the meaning of Web
resources and their usage. Given the primarily syntactical nature
of data Web mining operates on, the discovery of meaning is
impossible based on these data only. Therefore, formalizations of
the semantics of Web resources and navigation behavior are
increasingly being used. This fits exactly with the aims of the
Semantic Web: the Semantic Web enriches the WWW by
machine-processable information which supports the user in his
tasks. In this paper, we discuss the interplay of the Semantic Web
with Web Mining, with a specific focus on usage mining.Semantic Web Mining and the Representation, Analysis, and Evolution of Web Spacehttps://puma.uni-kassel.de/bibtex/2f8826ba2790eeb857dd4becb31a08225/jaeschkejaeschke2007-02-01T14:04:37+01:00trias_example semantic iccs_example mining 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>, und <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">Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space</span>, </em></span><em>Seite <span itemprop="pagination">1--16</span>. </em><em><span itemprop="publisher">Technical University of Ostrava</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Thu Feb 01 14:04:37 CET 2007Proc. of the 1st Intl. Workshop on Representation and Analysis of Web Space1--16Semantic Web Mining and the Representation, Analysis, and Evolution of Web Space2005trias_example semantic iccs_example mining web Semantic Web Mining - State of the Art and Future Directionshttps://puma.uni-kassel.de/bibtex/29937253e6b2591267a0596fa597a4b96/hothohotho2007-01-26T11:24:22+01:002006 semantic myown mining SumSchool06 web <span class="authorEditorList"><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 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>, und <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><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Journal of Web Semantics</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">4 </span></span>(<span itemprop="issueNumber">2</span>):
<span itemprop="pagination">124-143</span></em> </span>(<em><span>2006<meta content="2006" itemprop="datePublished"/></span></em>)Fri Jan 26 11:24:22 CET 2007Journal of Web Semantics2124-143Semantic Web Mining - State of the Art and Future Directions420062006 semantic myown mining SumSchool06 web SemanticWeb Mining aims at combining the two fast-developing research areas SemanticWeb andWeb Mining.
This survey analyzes the convergence of trends from both areas: an increasing number of researchers is working on
improving the results ofWeb Mining by exploiting semantic structures in theWeb, and they make use ofWeb Mining
techniques for building the Semantic Web. Last but not least, these techniques can be used for mining the Semantic
Web itself.
The Semantic Web is the second-generation WWW, enriched by machine-processable information which supports
the user in his tasks. Given the enormous size even of today’s Web, it is impossible to manually enrich all of
these resources. Therefore, automated schemes for learning the relevant information are increasingly being used.
Web Mining aims at discovering insights about the meaning of Web resources and their usage. Given the primarily
syntactical nature of the data being mined, the discovery of meaning is impossible based on these data only. Therefore,
formalizations of the semantics of Web sites and navigation behavior are becoming more and more common.
Furthermore, mining the Semantic Web itself is another upcoming application. We argue that the two areas Web
Mining and Semantic Web need each other to fulfill their goals, but that the full potential of this convergence is not
yet realized. This paper gives an overview of where the two areas meet today, and sketches ways of how a closer
integration could be profitable.Semantics, Web and Mininghttps://puma.uni-kassel.de/bibtex/2fa07206128a5844d06488cfe93b6e22c/hothohotho2007-01-26T10:27:11+01:002006 semantic myown mining web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Markus Ackermann" itemprop="url" href="/author/Markus%20Ackermann"><span itemprop="name">M. Ackermann</span></a></span>, <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="Marko Grobelnik" itemprop="url" href="/author/Marko%20Grobelnik"><span itemprop="name">M. Grobelnik</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="Dunja Mladenic" itemprop="url" href="/author/Dunja%20Mladenic"><span itemprop="name">D. Mladenic</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Giovanni Semeraro" itemprop="url" href="/author/Giovanni%20Semeraro"><span itemprop="name">G. Semeraro</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Myra Spiliopoulou" itemprop="url" href="/author/Myra%20Spiliopoulou"><span itemprop="name">M. Spiliopoulou</span></a></span>, <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 itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Vojtech Svatek" itemprop="url" href="/author/Vojtech%20Svatek"><span itemprop="name">V. Svatek</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Maarten van Someren" itemprop="url" href="/author/Maarten%20van%20Someren"><span itemprop="name">M. van Someren</span></a></span>. </span>(<em><span>2006<meta content="2006" itemprop="datePublished"/></span></em>)Fri Jan 26 10:27:11 CET 2007Semantics, Web and Mining20062006 semantic myown mining web SpringerLink - BookConceptual User Trackinghttps://puma.uni-kassel.de/bibtex/20e850231f9b08acb97a39c18e6591526/hothohotho2006-06-27T13:48:22+02:00conceptual tracking 2003 myown mining user usage SumSchool06 web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Daniel Oberle" itemprop="url" href="/author/Daniel%20Oberle"><span itemprop="name">D. Oberle</span></a></span>, <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>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jorge Gonzalez" itemprop="url" href="/author/Jorge%20Gonzalez"><span itemprop="name">J. Gonzalez</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Advances in Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, Proceedings</span>, </em></span><em>Volume 2663 von Lecture Notes in Artificial Intelligence, </em><em>Seite <span itemprop="pagination">142-154</span>. </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2003<meta content="2003" itemprop="datePublished"/></span></em>)Tue Jun 27 13:48:22 CEST 2006Advances in Web Intelligence, First International Atlantic Web Intelligence Conference, AWIC 2003, Madrid, Spain, May 5-6, 2003, Proceedings142-154Lecture Notes in Artificial IntelligenceConceptual User Tracking26632003conceptual tracking 2003 myown mining user usage SumSchool06 web