ConferenceProceedingsinproceedingshotho2006entstehenDas Entstehen von Semantik in BibSonomy2006HothoAndreasJäschkeRobertSchmitzChristophStummeGerdNomosBaden-BadenSocial Software in der WertschöpfungSocial Software in der Wertschöpfunghttp://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006entstehen.pdfImmer mehr Soziale-Lesezeichen-Systeme entstehen im heutigen Web. In solchen Systemen erstellen die Nutzer leichtgewichtige begriffliche Strukturen, so genannte Folksonomies. Ihren Erfolg verdanken sie der Tatsache, dass man keine speziellen Fähigkeiten benötigt, um an der Gestaltung mitzuwirken. In diesem Artikel beschreiben wir unser System BibSonomy. Es erlaubt das Speichern, Verwalten und Austauschen sowohl von Lesezeichen (Bookmarks) als auch von Literaturreferenzen in Form von BibTeX-Einträgen. Die Entwicklung des verwendeten Vokabulars und der damit einhergehenden Entstehung einer gemeinsamen Semantik wird detailliert diskutiert.2006, BibSonomy, UniK, association, bibsonomy, folkrank, folksonomies, folksonomy, hotho, jaeschke, nepomuk, pagerank, rules, schmitz, semantics, semantik, stumme, tagging, tagora, tagorapub, tagsConferenceProceedingsinproceedingshotho2006trendTrend Detection in Folksonomies2006HothoAndreasJäschkeRobertSchmitzChristophStummeGerdAvrithisS.YannisKompatsiarisYiannisStaabSteffenO'ConnorE.Noel56-704306 ISBN: 3-540-49335-2SpringerHeidelbergProc. First International Conference on Semantics And Digital Media Technology (SAMT) Proc. First International Conference on Semantics And Digital Media Technology (SAMT) Decemberhttp://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006trend.pdfLNCSAs the number of resources on the web exceeds by far the number of
documents one can track, it becomes increasingly difficult to remain
up to date on ones own areas of interest. The problem becomes more
severe with the increasing fraction of multimedia data, from which
it is difficult to extract some conceptual description of their
contents.
One way to overcome this problem are social bookmark tools, which
are rapidly emerging on the web. In such systems, users are setting
up lightweight conceptual structures called folksonomies, and
overcome thus the knowledge acquisition bottleneck. As more and more
people participate in the effort, the use of a common vocabulary
becomes more and more stable. We present an approach for discovering
topic-specific trends within folksonomies. It is based on a
differential adaptation of the PageRank algorithm to the triadic
hypergraph structure of a folksonomy. The approach allows for any
kind of data, as it does not rely on the internal structure of the
documents. In particular, this allows to consider different data
types in the same analysis step. We run experiments on a large-scale
real-world snapshot of a social bookmarking system.2006, UniK, detection, folkrank, folksonomy, hotho, intranet, itegpub, jaeschke, l3s, myown, nepomuk, pagerank, schmitz, stumme, tagorapub, trend, triadicConferenceProceedingsinproceedingshotho2006dasDas Entstehen von Semantik in BibSonomy2006HothoAndreasJäschkeRobertSchmitzChristophStummeGerdNomosBaden-BadenSocial Software in der WertschöpfungSocial Software in der Wertschöpfunghttp://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006entstehen.pdfImmer mehr Soziale-Lesezeichen-Systeme entstehen im heutigen Web. In solchen Systemen erstellen die Nutzer leichtgewichtige begriffliche Strukturen, so genannte Folksonomies. Ihren Erfolg verdanken sie der Tatsache, dass man keine speziellen Fähigkeiten benötigt, um an der Gestaltung mitzuwirken. In diesem Artikel beschreiben wir unser System BibSonomy. Es erlaubt das Speichern, Verwalten und Austauschen sowohl von Lesezeichen (Bookmarks) als auch von Literaturreferenzen in Form von BibTeX-Einträgen. Die Entwicklung des verwendeten Vokabulars und der damit einhergehenden Entstehung einer gemeinsamen Semantik wird detailliert diskutiert.tags, semantik, 2006, pagerank, tagging, association, hotho, bibsonomy, schmitz, jaeschke, rules, semantics, stumme, BibSonomy, nepomuk, folksonomy, tagorapub, folksonomies, tagora, folkrank, UniK, ol_web2.0, emergentsemantics_evidenceConferenceProceedingsinproceedingshotho2006trendTrend Detection in Folksonomies2006HothoAndreasJäschkeRobertSchmitzChristophStummeGerdAvrithisS.YannisKompatsiarisYiannisStaabSteffenO'ConnorE.Noel56-704306 ISBN: 3-540-49335-2SpringerHeidelbergProc. First International Conference on Semantics And Digital Media Technology (SAMT) Proc. First International Conference on Semantics And Digital Media Technology (SAMT) Decemberhttp://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006trend.pdfLNCSAs the number of resources on the web exceeds by far the number ofdocuments one can track, it becomes increasingly difficult to remainup to date on ones own areas of interest. The problem becomes moresevere with the increasing fraction of multimedia data, from whichit is difficult to extract some conceptual description of theircontents.One way to overcome this problem are social bookmark tools, whichare rapidly emerging on the web. In such systems, users are settingup lightweight conceptual structures called folksonomies, andovercome thus the knowledge acquisition bottleneck. As more and morepeople participate in the effort, the use of a common vocabularybecomes more and more stable. We present an approach for discoveringtopic-specific trends within folksonomies. It is based on adifferential adaptation of the PageRank algorithm to the triadichypergraph structure of a folksonomy. The approach allows for anykind of data, as it does not rely on the internal structure of thedocuments. In particular, this allows to consider different datatypes in the same analysis step. We run experiments on a large-scalereal-world snapshot of a social bookmarking system.intranet, 2006, trend, pagerank, hotho, schmitz, jaeschke, l3s, itegpub, detection, triadic, stumme, nepomuk, folksonomy, tagorapub, folkrank, UniKConferenceProceedingsinproceedingshotho2006trendTrend Detection in Folksonomies2006HothoAndreasJäschkeRobertSchmitzChristophStummeGerdAvrithisS.YannisKompatsiarisYiannisStaabSteffenO'ConnorE.Noel56-704306 ISBN: 3-540-49335-2SpringerHeidelbergProc. First International Conference on Semantics And Digital Media Technology (SAMT) Proc. First International Conference on Semantics And Digital Media Technology (SAMT) Decemberhttp://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006trend.pdfLNCSAs the number of resources on the web exceeds by far the number ofdocuments one can track, it becomes increasingly difficult to remainup to date on ones own areas of interest. The problem becomes moresevere with the increasing fraction of multimedia data, from whichit is difficult to extract some conceptual description of theircontents.One way to overcome this problem are social bookmark tools, whichare rapidly emerging on the web. In such systems, users are settingup lightweight conceptual structures called folksonomies, andovercome thus the knowledge acquisition bottleneck. As more and morepeople participate in the effort, the use of a common vocabularybecomes more and more stable. We present an approach for discoveringtopic-specific trends within folksonomies. It is based on adifferential adaptation of the PageRank algorithm to the triadichypergraph structure of a folksonomy. The approach allows for anykind of data, as it does not rely on the internal structure of thedocuments. In particular, this allows to consider different datatypes in the same analysis step. We run experiments on a large-scalereal-world snapshot of a social bookmarking system.2006, UniK, detection, folkrank, folksonomy, hotho, intranet, itegpub, jaeschke, l3s, myown, nepomuk, pagerank, schmitz, stumme, tagorapub, trend, triadic