The Research of Semantic Web Service Matching Algorithm Based on the Formal Concept Analysis

Abstract:

At present, as the number of web services resources on the network drastically increased, how to quickly and efficiently find the needed services from publishing services has become a problem to resolve. Aiming at the problems of low efficiency in service discovery of traditional web service, the formal concept analysis ( FCA) is introduced into the semantic Web service matching, and a Matching Algorithm based semantic web service is proposed. With considering the concept of limited inheritance,this method introduces the concept of limited inheritance to the semantic similarity calculation based on the concept lattice. It is significant in enhancing the service function matching in practical applications through adjust the calculation.

• Periodical: Advanced Materials Research (Volumes 760-762)
• Pages: 1708-1712
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.760-762.1708
• Online since: September 2013
• Authors: Ying Fang Li, Ying Jiang Li, Yan Li, Yang Bo
• Keywords: Formal Concept Analysis (FCA), Services Matching, Web Service

References

[1] Xia Hong, Li Zeng-zhi, Chen Yan-ping. Research of Semantic Web Service Matching Based on Concept Lattice, Journal of Beijing University of Posts and Proceedings of 2010 Asia-Pacific Youth Conference on Communication Telecommunications, 2006, 29, pp.186-188.

[2] Massimo Paolucci, Takahiro Kawamura, Terry R. Payne, Semantic Matching of Web Services Capabilities, In: Proceedings of the AAAI Spring Symposium, Palo Alto, California, 2004, pp.92-99.

[3] Tversky. Features of similiarty, , Psychological Review, 1977, 84(4), pp.327-352.

[4] Wille R., Restructuring lattice theory: An approach based on hierarchies of concepts, In: Rival I, ed. Ordered Sets. Dordrecht-Boston: Reidel. 1982，pp.445-470.

DOI: 10.1007/978-94-009-7798-3_15

[5] LIU Hua-wen, SHEN Cun, YANG Dong, et al, Survey of Semantic Web Service Technique, Journal of Jilin University: Information Science Edition, Vol. 28 , pp.47-54, No. 1, (2010).

[6] Yi Zhao, Xia Wang, Wolfgang Halang, ontology Mapping based on Rough Formal Concept Analysis, " Advanced international Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT-ICW, 06), 2006, pp.180-185.

DOI: 10.1109/aict-iciw.2006.142

[7] Yang Bo, Li Ying-fang, Xu Hai-cheng, Zhu Yong-bin, The research on relaxation matching mechanism Strategy of Semantic Web Service, Journal of Honghe University, Vol. 8 , pp.75-79, No. 2, (2010).

[8] YANG Hui-rong, LIU Shan-shan, YIN Bao-cai, FU Peng-bin, GU Li-heng, Matching Algorithm of Web Services Based on Semantic Distance, Journal Beijing University of Technology, vol37, pp.591-595, no. 4, Apr. (2011).

[9] CHEN Wen-yu, ZHANG Zhong-quan, XIANG Tao, and SANG Nan, Research on Similarity-Based Semantic Web Services Discovery, Journal of Jilin University (Information Science Edition), Vol. 39, pp.896-899, Nov. (2010).