An ontology-based method for similarity calculation of concepts in the semantic web

Proceedings of the 2006 International Conference on Machine Learning and Cybernetics

Volumn 2006, Issue , 2006, Pages 1538-1542

  Wang, Guo Hua ^a   Wang, Ya Dong ^a   Guo, Mao Zu ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Attribute information content; Hierarchy information content; Ontology; Semantic similarity

Indexed keywords

ALGORITHMS; DATA MINING; DATA STRUCTURES; HIERARCHICAL SYSTEMS; ONTOLOGY;

ATTRIBUTE INFORMATION CONTENT; AUTOMATIC DATABASE SCHEMA MATCHING; HIERARCHY INFORMATION CONTENT; SEMANTIC SIMILARITY;

SEMANTIC WEB;

EID: 33947218480     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258824     Document Type: Conference Paper

References (8)

1. A. Maedche, V. Zacharias, "Clustering Ontology-based Metadata in the Semantic Web", Proceedings of the Joint Conferences 13th European Conference on Machine Learning (ECML'02) and 6th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'02), Helsinki, Finland, pp. 348-360, August 2002.
2. Valentina Cordi, Paolo Lombardi, Maurizio Martelli, Viviana Mascardi, "An Ontology-Based Similarity between Sets of Concepts", Workshop From Objects to Agents(WOA05), Camerino, MC, Italy, pp. 16-21, 2005.
3. A. Bernstein, E. Kaufmann, C. Bürki, M. Klein, "How Similar Is It? Towards Personalized Similarity Measures in Ontologies", 7. Internationale Tagung Wirtschaftsinformatik, pp. 1347-1366, February 2005.
4. T. R. Gruber, "A translation approach to portable ontology specifications", Knowledge Acquisition, 5, pp. 199-220, 1993.
5. Rada. R, Mili. H, Bicknell. E, Bletner. M, "Development and Application of a Metric on Semantic Nets", IEEE Transactions on Systems, Man, and Cybernetics 19, pp. 17-30, 1989.
6. S. Castano, A. Ferrara, S. Montanelli, G. Racca, "Semantic Information Interoperability in Open Networked Systems", Proc. of the Int. Conference on Semantics of a Networked World (ICSNW), in cooperation with ACM SIGMOD 2004, pp. 215-230, 2004.
7. Resnik P, "Using information content to evaluate semantic similarity in a taxonomy", Proceedings of the 14th International Joint Conference on Artificial Intelligence, Montreal, Canada, pp. 445-453, 1995.
8. Lin. D, "An Information-Theoretic Definition of Similarity", Fifteenth International Conference on Machine Learning (ICML'98), Madison, Wisconsin, pp. 296-304, July, 1998.