Using background knowledge for ontology evolution

Fouad Zablith, Reka Marta Sabou, Mathieu d’Aquin, Enrico Motta

Publikation: Beitrag in Buch/KonferenzbandBeitrag in Konferenzband

Abstract

One of the current bottlenecks for automating ontology evolution is resolving the right links between newly arising information and the existing knowledge in the ontology. Most of existing approaches mainly rely on the user when it comes to capturing and representing new knowledge. Our ontology evolution framework intends to reduce or even eliminate user input through the use of background knowledge. In this paper, we show how various sources of background knowledge could be exploited for relation discovery. We perform a relation discovery experiment focusing on the use of WordNet and Semantic Web ontologies as sources of background knowledge. We back our experiment with a thorough analysis that highlights various issues on how to improve and validate relation discovery in the future, which will directly improve the task of automatically performing ontology changes during evolution.
OriginalspracheEnglisch
Titel des SammelwerksProceedings of the 2nd International Workshop on Ontology Dynamics (IWOD-08)
Untertitel des Sammelwerkscollocated with 7th International Semantic Web Conference (ISWC-08)
ErscheinungsortKarlsruhe
Seiten43-56
PublikationsstatusVeröffentlicht - 2008

Publikationsreihe

ReiheProc. of the International Workshop on Ontology Dynamics (IWOD), collocated with ISWC
Band2008

Österreichische Systematik der Wissenschaftszweige (ÖFOS)

  • 102
  • 102001 Artificial Intelligence
  • 102015 Informationssysteme
  • 102022 Softwareentwicklung

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