%0 
%0 Conference Proceedings
%A Ley, Tobias & Seitlinger, Paul
%D 2010
%T A Cognitive Perspective on Emergent Semantics in Collaborative Tagging: The Basic Level Effect
%E Cena, Effect F.; Dattolo, A.; Kleanthous, S.; Tasso, C.; Vallejo, D. B. & Vassileva:, J.
%B CEUR Workshop Proceedings of the International Workshop on Adaptation in Social and Semantic Web (SASWeb2010)
%C 
%I 
%V 590
%6
%N 
%P 13-18
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%F ley2010cognitive
%K cognitive, emergent, semantics, tagging, ol_web2.0, emergentsemantics_evidence
%X Researching the emergence of semantics in social systems needs to take into account how users process information in their cognitive system. We report results of an experimental study in which we examined the interaction between individual expertise and the basic level advantage in collaborative tagging. The basic level advantage describes availability in memory of certain preferred levels of taxonomic abstraction when categorizing objects and has been shown to vary with level of expertise. In the study, groups of students tagged internet resources for a 10-week period. We measured the availability of tags in memory with an association test and a relevance rating and found a basic level advantage for tags from more general as opposed to specific levels of the taxonomy. An interaction with expertise also emerged. Contrary to our expectations, groups that spent less time to develop a shared understanding shifted to more specific levels as compared to groups that spent more time on a topic. We attribute this to impaired collaboration in the groups. We discuss implications for personalized tag and resource recommendations.
%Z 
%U http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-590/sasweb10_2.pdf
%+
%^

%0 
%0 Book
%A Cudre-Mauroux, Philippe
%D 2008
%T Emergent Semantics (Computer and Communication Sciences)
%E 
%B 
%C 
%I EPFL Press
%V 
%6
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%7 1
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%@ 1420092278
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%1 
%2 Amazon.com: Emergent Semantics (Computer and Communication Sciences) (9781420092271): Philippe Cudre-Mauroux: Books
%3 book
%4 
%# 
%$ 
%F cudre-mauroux2008emergent
%K emergent, semantics
%X 
%Z 
%U http://www.amazon.com/Emergent-Semantics-Computer-Communication-Sciences/dp/1420092278/ref=sr_1_1?ie=UTF8&qid=1310056948&sr=8-1
%+
%^

%0 
%0 Journal Article
%A Cattuto, Ciro; Schmitz, Christoph; Baldassarri, Andrea; Servedio, Vito D. P.; Loreto, Vittorio; Hotho, Andreas; Grahl, Miranda & Stumme, Gerd
%D 2007
%T Network Properties of Folksonomies
%E 
%B AI Communications Journal, Special Issue on ``Network Analysis in Natural Sciences and Engineering''
%C 
%I IOS Press
%V 20
%6
%N 4
%P 245-262
%& 
%Y 
%S 
%7
%8 
%9
%? 
%! 
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%@ 0921-7126
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%1 
%2 
%3 article
%4 
%# 
%$ 
%F cattuto2007networkb
%K 2007, emergent, fca, folksonomies, folksonomy, itegpub, l3s, myown, network, semantics, tagorapub
%X 
%Z 
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2007/cattuto2007network.pdf
%+
%^

%0 
%0 Journal Article
%A Cattuto, Ciro; Schmitz, Christoph; Baldassarri, Andrea; Servedio, Vito D. P.; Loreto, Vittorio; Hotho, Andreas; Grahl, Miranda & Stumme, Gerd
%D 2007
%T Network Properties of Folksonomies
%E 
%B AI Communications Journal, Special Issue on ``Network Analysis in Natural Sciences and Engineering''
%C 
%I IOS Press
%V 20
%6
%N 4
%P 245-262
%& 
%Y 
%S 
%7
%8 
%9
%? 
%! 
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%@ 0921-7126
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%*
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%1 
%2 See http://www.bibsonomy.org/bibtex/2e1a5234a896b1f422473b1fe5d91e26b/stumme for a shorter workshop version.
%3 article
%4 
%# 
%$ 
%F cattuto2007networkb
%K 2007, semantics, emergent, folksonomy, tagorapub, folksonomies, l3s, network, itegpub, fca
%X 
%Z 
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2007/cattuto2007network.pdf
%+
%^

%0 
%0 Journal Article
%A Cattuto, Ciro; Schmitz, Christoph; Baldassarri, Andrea; Servedio, Vito D. P.; Loreto, Vittorio; Hotho, Andreas; Grahl, Miranda & Stumme, Gerd
%D 2007
%T Network Properties of Folksonomies
%E 
%B AI Communications Journal, Special Issue on ``Network Analysis in Natural Sciences and Engineering''
%C 
%I IOS Press
%V 20
%6
%N 4
%P 245-262
%& 
%Y 
%S 
%7
%8 
%9
%? 
%! 
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%@ 0921-7126
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%*
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%1 
%2 Publications of Gerd Stumme
%3 article
%4 
%# 
%$ 
%F cattuto2007network
%K 2007, emergent, fca, folksonomies, folksonomy, itegpub, l3s, myown, network, semantics, seminar2009, tagorapub
%X 
%Z 
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2007/cattuto2007network.pdf
%+
%^

%0 
%0 Conference Proceedings
%A Schmitz, Christoph; Grahl, Miranda; Hotho, Andreas; Stumme, Gerd; Catutto, Ciro; Baldassarri, Andrea; Loreto, Vittorio & Servedio, Vito D. P.
%D 2007
%T Network Properties of Folksonomies
%E 
%B Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization''
%C Banff
%I 
%V 
%6
%N 
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%& 
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%7
%8 May
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%3 inproceedings
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%$ 
%F schmitz07network
%K 2007, emergent, fca, folksonomy, folksononomies, itegpub, l3s, myown, semantics, smallworld, sna, socialnetwork
%X 
%Z 
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2007/schmitz07network.pdf
%+
%^

%0 
%0 Conference Proceedings
%A Schmitz, Christoph; Grahl, Miranda; Hotho, Andreas; Stumme, Gerd; Catutto, Ciro; Baldassarri, Andrea; Loreto, Vittorio & Servedio, Vito D. P.
%D 2007
%T Network Properties of Folksonomies
%E 
%B Proc. WWW2007 Workshop ``Tagging and Metadata for Social Information Organization''
%C Banff
%I 
%V 
%6
%N 
%P 
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%S 
%7
%8 May
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%2 Publications of Gerd Stumme
%3 inproceedings
%4 
%# 
%$ 
%F schmitz07network
%K 2007, emergent, fca, folksonomy, folksononomies, itegpub, l3s, myown, semantics, smallworld, sna, socialnetwork
%X 
%Z 
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2007/schmitz07network.pdf
%+
%^

%0 
%0 Journal Article
%A Cattuto, Ciro; Loreto, Vittorio & Servedio, Vito D.P.
%D 2006
%T A Yule-Simon process with memory
%E 
%B Europhysics Letters
%C 
%I 
%V 76
%6
%N 2
%P 208-214
%& 
%Y 
%S 
%7
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%3 article
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%F cls_yulesimon
%K emergent, folksonomy, semantics, sosbuch, tag, tagging, taggingsurvey
%X The Yule-Simon model has been used as a tool to describe the growth of diverse systems, acquiring a paradigmatic character in many fields of research. Here we study a modified Yule-Simon model that takes into account the full history of the system by means of a hyperbolic memory kernel. We show how the memory kernel changes the properties of preferential attachment and provide an approximate analytical solution for the frequency distribution density as well as for the frequency-rank distribution.
%Z 
%U http://www.iop.org/EJ/article/0295-5075/76/2/208/epl9598.html
%+
%^

%0 
%0 Conference Proceedings
%A Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph & Stumme, Gerd
%D 2006
%T Emergent Semantics in BibSonomy
%E Hochberger, Christian & Liskowsky, Rüdiger
%B Informatik 2006 -- Informatik für Menschen. Band 2
%C Bonn
%I Gesellschaft für Informatik
%V P-94
%6
%N 
%P 
%& 
%Y 
%S Lecture Notes in Informatics
%7
%8 October
%9
%? 
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%@ 
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%4 
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%$ 
%F hotho2006emergent
%K 2006, UniK, bibsonomy, emergence, emergent, emergentsemantics_evidence, folksonomy, hotho, itegpub, jaeschke, l3s, myown, nepomuk, ol_web2.0, schmitz, semantics, stumme, tagorapub
%X Social bookmark tools are rapidly emerging on the Web. In suchsystems users are setting up lightweight conceptual structurescalled folksonomies. The reason for their immediate success is thefact that no specific skills are needed for participating. In thispaper we specify a formal model for folksonomies, briefly describeour own system BibSonomy, which allows for sharing both bookmarks andpublication references, and discuss first steps towards emergent semantics.
%Z Proc. Workshop on Applications of Semantic Technologies, Informatik 2006
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006emergent.pdf
%+
%^

%0 
%0 Conference Proceedings
%A Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph & Stumme, Gerd
%D 2006
%T Emergent Semantics in BibSonomy
%E Hochberger, Christian & Liskowsky, Rüdiger
%B Informatik 2006 -- Informatik für Menschen. Band 2
%C Bonn
%I Gesellschaft für Informatik
%V P-94
%6
%N 
%P 
%& 
%Y 
%S Lecture Notes in Informatics
%7
%8 October
%9
%? 
%! 
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%@ 
%(
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%3 inproceedings
%4 
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%$ 
%F hotho2006emergent
%K 2006, UniK, bibsonomy, emergence, emergent, folksonomy, hotho, itegpub, jaeschke, l3s, nepomuk, schmitz, semantics, stumme, tagorapub, ol_web2.0, emergentsemantics_evidence
%X Social bookmark tools are rapidly emerging on the Web. In suchsystems users are setting up lightweight conceptual structurescalled folksonomies. The reason for their immediate success is thefact that no specific skills are needed for participating. In thispaper we specify a formal model for folksonomies, briefly describeour own system BibSonomy, which allows for sharing both bookmarks andpublication references, and discuss first steps towards emergent semantics.
%Z Proc. Workshop on Applications of Semantic Technologies, Informatik 2006
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006emergent.pdf
%+
%^

%0 
%0 Conference Proceedings
%A Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph & Stumme, Gerd
%D 2006
%T Emergent Semantics in BibSonomy
%E Hochberger, Christian & Liskowsky, Rüdiger
%B Informatik 2006 -- Informatik für Menschen. Band 2
%C Bonn
%I Gesellschaft für Informatik
%V P-94
%6
%N 
%P 
%& 
%Y 
%S Lecture Notes in Informatics
%7
%8 October
%9
%? 
%! 
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%2 Publications of Gerd Stumme
%3 inproceedings
%4 
%# 
%$ 
%F hotho2006emergent
%K 2006, UniK, bibsonomy, emergence, emergent, folksonomy, hotho, itegpub, jaeschke, l3s, myown, nepomuk, schmitz, semantics, stumme, tagorapub
%X Social bookmark tools are rapidly emerging on the Web. In such
systems users are setting up lightweight conceptual structures
called folksonomies. The reason for their immediate success is the
fact that no specific skills are needed for participating. In this
paper we specify a formal model for folksonomies, briefly describe
our own system BibSonomy, 
which allows for sharing both bookmarks and
publication references, 
and discuss first steps towards emergent semantics.
%Z Proc. Workshop on Applications of Semantic Technologies, Informatik 2006
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006emergent.pdf
%+
%^

%0 
%0 Conference Proceedings
%A Hotho, Andreas; Jäschke, Robert; Schmitz, Christoph & Stumme, Gerd
%D 2006
%T Emergent Semantics in BibSonomy
%E Hochberger, Christian & Liskowsky, Rüdiger
%B Informatik 2006 - Informatik für Menschen
%C Bonn
%I Gesellschaft für Informatik
%V 94
%6
%N 
%P 305--312
%& 
%Y 
%S Lecture Notes in Informatics
%7
%8 October
%9
%? 
%! 
%Z 
%@ 978-3-88579-188-1
%(
%)
%*
%L
%M
%1 
%2 
%3 inproceedings
%4 
%# 
%$ 
%F hotho2006emergent
%K 2006, bibsonomy, emergent, folksonomy, iccs_example, l3s, myown, semantic, trias_example
%X Social bookmark tools are rapidly emerging on the Web. In such
systems users are setting up lightweight conceptual structures
called folksonomies. The reason for their immediate success is the
fact that no specific skills are needed for participating. In this
paper we specify a formal model for folksonomies, briefly describe
our own system BibSonomy, 
which allows for sharing both bookmarks and
publication references, 
and discuss first steps towards emergent semantics.
%Z 
%U http://www.kde.cs.uni-kassel.de/stumme/papers/2006/hotho2006emergent.pdf
%+
%^

%0 
%0 Journal Article
%A McAfee, Andrew P.
%D 2006
%T Enterprise 2.0: The Dawn of Emergent Collaboration
%E 
%B MITSloan Management Review
%C 
%I 
%V 47
%6
%N 3
%P 21-28
%& 
%Y 
%S 
%7
%8 
%9
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%3 article
%4 
%# 
%$ 
%F mcafee2006enterprise
%K 2.0, bi, collaboration, emergent, enterprise, toread
%X 
%Z 
%U http://sloanreview.mit.edu/the-magazine/articles/2006/spring/47306/enterprise-the-dawn-of-emergent-collaboration/
%+
%^

%0 
%0 Journal Article
%A Zhang, Lei; Wu, Xian & Yu, Yong
%D 2006
%T Emergent Semantics from Folksonomies: A Quantitative Study
%E 
%B Special issue of Journal of Data Semantics on Emergent Semantics (to appear)
%C 
%I 
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%6
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%F zhang2006emergent
%K emergent, folksonomies, semantics, tagging, taggingsurvey
%X 
%Z 
%U 
%+
%^

%0 
%0 Conference Proceedings
%A Aberer, Karl; Cudr\'e-Mauroux, Philippe; Ouksel, Aris M.; Catarci, Tiziana; Hacid, Mohand-Said; Illarramendi, Arantza; Kashyap, Vipul; Mecella, Massimo; Mena, Eduardo; Neuhold, Erich J.; Troyer, Olga De; Risse, Thomas; Scannapieco, Monica; Saltor, F\`elix; Santis, Luca De; Spaccapietra, Stefano; Staab, Steffen & Studer, Rudi
%D 2004
%T Emergent Semantics Principles and Issues.
%E Lee, Yoon-Joon; Li, Jianzhong; Whang, Kyu-Young & Lee, Doheon
%B Proceedings of the 9th International Conference on Database Systems for Advanced Applications (DASFAA'04)
%C 
%I Springer
%V 2973
%6
%N 
%P 25-38
%& 
%Y 
%S Lecture Notes in Computer Science
%7
%8 
%9
%? 
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%@ 3-540-21047-4
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%4 
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%F aberer2004emergent
%K emergent, semantics
%X 
%Z 
%U 
%+
%^

%0 
%0 Journal Article
%A Staab, S.; Santini, S.; Nack, F.; Steels, L. & Maedche, A.
%D 2002
%T Emergent semantics
%E 
%B Intelligent Systems, IEEE
%C 
%I IEEE
%V 17
%6
%N 1
%P 78--86
%& 
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%K emergent, semantics
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%0 
%0 Journal Article
%A Staab, S.; Santini, S.; Nack, F.; Steels, L. & Maedche, A.
%D 2002
%T Emergent semantics
%E 
%B Intelligent Systems, IEEE [see also IEEE Expert]
%C 
%I 
%V 17
%6
%N 1
%P 78--86
%& 
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%S 
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%1 
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%4 
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%F citeulike:86466
%K emergent, semantic, sosbuch, staab
%X The article discusses ways to let semantics emerge from simple observations from the bottom-up, rather than imposing concepts on the observations top-down, to provide precise query, retrieval, communication or translation for a wide variety of applications. The following areas are examined: image retrieval and databases; media information spaces including the Semantic Web and MPEG frameworks; language games for emergent semantics; and emergent semantics for ontologies
%Z 
%U http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=988491
%+
%^

%0 
%0 Journal Article
%A Staab, S.; Santini, S.; Nack, F.; Steels, L. & Maedche, A.
%D 2002
%T Emergent semantics
%E 
%B Intelligent Systems, IEEE [see also IEEE Expert]
%C 
%I 
%V 17
%6
%N 1
%P 78--86
%& 
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%F staab02emergent
%K emergent, semantic
%X The article discusses ways to let semantics emerge from simple observations from the bottom-up, rather than imposing concepts on the observations top-down, to provide precise query, retrieval, communication or translation for a wide variety of applications. The following areas are examined: image retrieval and databases; media information spaces including the Semantic Web and MPEG frameworks; language games for emergent semantics; and emergent semantics for ontologies.
%Z 
%U http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=988491
%+
%^

%0 
%0 Journal Article
%A Staab, S.; Santini, S.; Nack, F.; Steels, L. & Maedche, A.
%D 2002
%T Emergent semantics
%E 
%B Intelligent Systems, IEEE [see also IEEE Expert]
%C 
%I 
%V 17
%6
%N 1
%P 78--86
%& 
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%S 
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%2 kdd
%3 article
%4 
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%$ 
%F citeulike:86466
%K emergent, semantics
%X The article discusses ways to let semantics emerge from simple observations from the bottom-up, rather than imposing concepts on the observations top-down, to provide precise query, retrieval, communication or translation for a wide variety of applications. The following areas are examined: image retrieval and databases; media information spaces including the Semantic Web and MPEG frameworks; language games for emergent semantics; and emergent semantics for ontologies
%Z 
%U http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=988491
%+
%^