An Improved Semantic Similarity Algorithm on Hownet

Kaiji LIAO, Yingying BI

Abstract


Semantic similarity algorithm is one of the basic researches in the field of natural language processing. This algorithm is widely used in information retrieval, machine translation based on examples and other fields. In this paper, based on the basis of HowNet lexical semantic similarity algorithm, introduced the concept of fuzzy mathematics degree of membership, the fixed weighting factor assigned into a coefficient of variation based on statistics through experimental verification of the results of this improved contribution.


Keywords


Semantic similarity; HowNet; Fuzzy mathematics; Membership

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References


Christopher, D., & Manning, P. R. (2006). An approach for measuring semantie simllarlty between words using multipleinformation source retrieval. Cambridge University Press, Cambridge, England.

Ge, B. (2010). The study of word semantic similarity calculation method based on HowNet. Application Research of Computer, (9)

Gong, S. J. (2011). A personalized recommendation algorithm on integration of item semantic similarity and item rating similarity. Journal of Computers, (6), 1047-

1054.

Han, L. X., Sun, G. H., & Chen, L. X. (2006). An approach to determining semantic similarity. Advances in Engineering Software, 37, 129–132

Janowicz, K., Raubal, M., Schwering, A., & Kuhn, W. (2008). Semantic similarity measurement and geospatial applications. Transactions in GIS, 12(6), 65-659.

Jeong, B. W., Lee, D. W., Cho, H. B., & Jaewook Lee, J. (2008). A novel method for measuring semantic similarity for XML schema matching. Expert Systems With Applications, 34, 1651-1658

Jiang, M., Xiao, S. B., & Wang, H. W., et al. (2008). An improved word semantic similarity based on HowNet. Chinese Information Technology, 22(3), 84-89.

Lei, L. Q., & Gu, X. F. (2010).Words similarity algorithm based on HowNet. Chinese Information Technology, 24(6), 31-36.

Li, L., Xue, F., & Ren, Z. S. (2009). An improved word similarity calculation method based on HowNet. Computer Applications, 29(1), 217-220

Li, F., & Li F. (2007). Chinese word semantic similarity calculation based on HowNet. Chinese Information Technology, 2(3), 99-105.

Liu, Q., & Li, S. J. (2002). Papers: Word similarity computing based on how-net (pp.59-76). The third Chinese lexical semantics seminar proceedings. Taipei: [s. n. ].

Maguitman, A. G., Menczer, F., Erdinc, F., Roinestad, H., & Vespignani, A. (2006). Algorithmic computation and approximation of semantic similarity. World Wide Web, 9, 431-456.

Pan F. (2010). Matching strategy based on multi-mode fuzzy decision. China: Shandong University, School of Computer Science and Technology.

Wang, X. L. (2011). An improved words similarity algorithm based on Hownet. Computer Applications, (11).

Yang, L. B., Gao, Y. Y., & Ling, W. L. (2011). Fuzzy mathematical theory and application. Guangzhou: South China University of Technology Press.

Zadeh, L. A. (1968). Fuzzy algorithms. Information and Control, 12, 94-102.




DOI: http://dx.doi.org/10.3968/6426

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