(Semantic web) evolution through change logs: problems and solutions

Authors:
Yannis Tzitzikas;Dimitris Kotzinos
Affiliations:
Computer Science Department, University of Crete, Greece and Institute of Computer Science - FORTH, Greece;Computer Science Department, University of Crete, Greece and Institute of Computer Science - FORTH, Greece
Venue:
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Year:
2007

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Abstract

Knowledge evolution is currently a hot research topic within the Semantic Web community. This paper investigates a change-based Semantic Web, according to which any modification applied to an ontology should be logged. The merits of this approach for supporting the process of evolution are discussed. Subsequently, a number of basic problems concerning the management of such change logs are introduced, discussed and analyzed. Finally specific techniques and efficient algorithms for managing change logs are provided.