Inproceedings924: Unterschied zwischen den Versionen
K (Added from ontology) |
K (Added from ontology) |
||
Zeile 2: | Zeile 2: | ||
|ErsterAutorNachname=Haase | |ErsterAutorNachname=Haase | ||
|ErsterAutorVorname=Peter | |ErsterAutorVorname=Peter | ||
− | |||
− | |||
− | |||
− | |||
}} | }} | ||
{{Publikation Author | {{Publikation Author | ||
Zeile 14: | Zeile 10: | ||
|Rank=4 | |Rank=4 | ||
|Author=York Sure | |Author=York Sure | ||
+ | }} | ||
+ | {{Publikation Author | ||
+ | |Rank=3 | ||
+ | |Author=Lars Schmidt-Thieme | ||
}} | }} | ||
{{Inproceedings | {{Inproceedings | ||
Zeile 44: | Zeile 44: | ||
}} | }} | ||
{{Forschungsgebiet Auswahl | {{Forschungsgebiet Auswahl | ||
− | |Forschungsgebiet= | + | |Forschungsgebiet=Semantic Web |
}} | }} | ||
{{Forschungsgebiet Auswahl | {{Forschungsgebiet Auswahl | ||
− | |Forschungsgebiet= | + | |Forschungsgebiet=Peer-to-Peer |
}} | }} |
Version vom 11. September 2009, 00:51 Uhr
Collaborative and Usage-driven Evolution of Personal Ontologies
Collaborative and Usage-driven Evolution of Personal Ontologies
Published: 2005
Mai
Herausgeber: Asunción Gómez-Pérez, Jérôme Euzenat
Buchtitel: Proceedings of the Second European Semantic Web Conference, Heraklion, Greece, 2005
Ausgabe: 3532
Reihe: LNCS
Seiten: 486-499
Verlag: Springer
Referierte Veröffentlichung
BibTeX
Kurzfassung
Large information repositories as digital libraries, online shops, etc.
rely on a taxonomy of the objects under consideration to structure the vast contents
and facilitate browsing and searching (e.g., ACM topic classification for
computer science literature, Amazon product taxonomy, etc.). As in heterogenous communities users typically will use different parts of such an ontology with varying intensity, customization and personalization of the ontologies is desirable. Of particular interest for supporting users during the personalization are collaborative filtering systems which can produce personal recommendations by
computing the similarity between own preferences and the one of other people. In this paper we adapt a collaborative filtering recommender system to assist users in
the management and evolution of their personal ontology by providing detailed
suggestions of ontology changes. Such a system has been implemented in the
context of Bibster, a peer-to-peer based personal bibliography management tool. Finally, we report on an experiment with the Bibster community that shows the performance improvements over non-personalized recommendations.
ISBN: 3-540-26124-9
Download: Media:2005_924_Haase_Collaborative_a_1.pdf