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시맨틱웹 데이터의 P2P 처리를 위한 유사도 측정

Similarity measure for P2P processing of semantic data

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초록

Ontology is important role in semantic web to construct and query semantic data. Because of dynamic characteristic of ontology, P2P environment is considered for ontology processing in web environment. For efficient processing of ontology in P2P environment, clustering of peers should be considered. When new peer is added to the network, cluster allocation problem of the new peer is important for system efficiency. For clustering of peers with similar chateristics, similarlity measure method of ontology in added peer with ontologies in other clusters is needed. In this paper, we propose similarity measure techniques of ontologies for clustering of peers. Similarity measure method in this paper considered ontology‘s strucural characteristics like schema, class, property. Results of experiments show that ontologies of similar topics, class, property can be allocated to the same cluster.

Abstract

Ontology is important role in semantic web to construct and query semantic data. Because of dynamic characteristic of ontology, P2P environment is considered for ontology processing in web environment. For efficient processing of ontology in P2P environment, clustering of peers should be considered. When new peer is added to the network, cluster allocation problem of the new peer is important for system efficiency. For clustering of peers with similar chateristics, similarlity measure method of ontology in added peer with ontologies in other clusters is needed. In this paper, we propose similarity measure techniques of ontologies for clustering of peers. Similarity measure method in this paper considered ontology‘s strucural characteristics like schema, class, property. Results of experiments show that ontologies of similar topics, class, property can be allocated to the same cluster.

참고문헌 (11)

  1. 조정원, "홈 헬스케어를 위한 온톨로지 기반 상황인지 플랫폼의 설계 및 구현", (사)디지털산업정보학회 논문지, 5(3), pp.77~86 (2009), (사)디지털산업정보학회
  2. S. Ratnasamy, "A scalable content addressable network", Proceedings of the 2001 Conference on applications, technologies, architectures, and protocols for computer communications, pp.161~172 (2001), ACM Press
  3. I. Stoica, "Chord: A scalable peer-to-peer lookup service for internet applications", Proceedings of the 2001 Conference on applications, technologies, architectures, and protocols for computer communications (2001), ACM Press
  4. W. Nejdl, "EDUTELLA:a P2P Networking Infrastructure based on RDF", WWW 11 Conference Proceedings (2002)
  5. K. Arabshian, "Gloserv: Global service discovery using the owl web ontology language", Proceedings of the IEE International Workshop on Intelligent Environments (2005), University of Essex
  6. Doan, J. Madhavan, "Learning to map between ontologies on the semantic web", Proceedings of the 11th International WWW Conference (2002)
  7. Laurel C. Y. Kong, "Ontology Mapping in Pervasive Computing", Proceedings of Environment International Conference on Embedded and Ubiquitous Computing, pp.1014~1023 (2004)
  8. Suphakit Niwattanakul, "Ontology Mapping based on Similarity Measure and Fuzzy Logic", Proceedings of E-learn 2007, ~ (2007)

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