论文信息 - On the Ontology Instance Matching Problem

On the Ontology Instance Matching Problem

Most of the existing work on ontology matching is focused at the schema level, while, at the time being, instance-level matching techniques are only marginally considered. In this paper, we address the problem of ontology instance matching by providing a reference definition and by discussing key requirements and possible application fields. The architectural design of the HMatch 2.0 ontology matching suite is also presented as a concrete example of an ontology instance matcher.

Silvana Castano | Alfio Ferrara | Stefano Montanelli | Davide Lorusso

[1] Yannis Kalfoglou,et al. Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[2] Chao Wang,et al. Integration of Ontology Data through Learning Instance Matching , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

[3] Anuradha Bhamidipaty,et al. Interactive deduplication using active learning , 2002, KDD.

[4] Paolo Bouquet,et al. OkkaM: Towards a Solution to the "Identity Crisis" on the Semantic Web , 2006, SWAP.

[5] Stefan Schlobach,et al. An Empirical Study of Instance-Based Ontology Matching , 2007, ISWC/ASWC.

[6] Silvana Castano,et al. Multimedia Interpretation for Dynamic Ontology Evolution , 2009, J. Log. Comput..

[7] Lifang Gu,et al. Record Linkage: Current Practice and Future Directions , 2003 .

[8] Sabine Maßmann,et al. Instance Matching with COMA++ , 2007, BTW Workshops.

[9] Jérôme Euzenat,et al. A Survey of Schema-Based Matching Approaches , 2005, J. Data Semant..

[10] Hector Garcia-Molina,et al. Generic Entity Resolution with Data Confidences , 2006, CleanDB.

[11] Silvana Castano,et al. Matching Ontologies in Open Networked Systems: Techniques and Applications , 2006, J. Data Semant..