A New Similarity Measure between Vague Sets Based on Information Similarity Coefficient and its Application

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Abstract:

According to the facts that similar measure between vague set is based on the distance measure mostly, A new similarity measure between vague sets based on information similarity coefficient is presented ,which can satisfy the axiom definition of similarity measure between vague sets. Finally ,an application in the field of content-based recommendation system of electric commerce is given .The example shows that the methods is practical and effective and can improve the quality and accuracy of the recommendation.

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959-963

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September 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Gau W L,Buehrer D J. Vague sets[J]. IEEE Transactions on Sys-tems,Man,and Cybmetics, 1993,23(2):610-614.

DOI: 10.1109/21.229476

Google Scholar

[2] Zenebe A,Norcio A F.Representation,similarity measures and aggregation methods using fuzzy sets for content-based recommender systems[J].Fuzzy Sets and Systems,2009,160: 76—94.

DOI: 10.1016/j.fss.2008.03.017

Google Scholar

[3] John N M Terry D C Nicholas R M. et althea uncovered set and indifference in spatial models: a fuzzy set approach[J]. Fuzzy Sets and Systems,2011,168(1):89-101.

DOI: 10.1016/j.fss.2010.10.016

Google Scholar

[4] ZHoU Xuan    ZHANG Feng-ming  HUI Xiao-bin   LI Ke-wu. Method for determining experts' weights based 0n entropy and cluster analysis s[J]. Control and Descision, 2011, 26(1): 922-926.

Google Scholar

[5] WANG Hong-xu. Transforming formulas from Fuzzy valued data to Vague valued data. Computer Engineering and Applications,2010,46(25):47-48.

Google Scholar

[6] Chen S M. Similarity measure between Vague sets and between elements[J]. IEEE Transaction on Systems,Man,and Cybernetics,1997,27(1):153-158.

DOI: 10.1109/3477.552198

Google Scholar

[7] Hong D H, Kin C. A note on Similarity measure between Vague sets and between elements[J]. information science , 1999, 115(1): 83-96.

DOI: 10.1016/s0020-0255(98)10083-x

Google Scholar

[8] Li Fan, Xu Zhangyan. Similarity measures between vague sets[J]. Journal of Software, 2001, 12(6): 922-926.

Google Scholar

[9] FAN Jiu-lun. Similarity Measures on Vague Values and Vague Sets[J]. systems engineering-theory & practice, 2006, 26(8): 95-100.

Google Scholar

[10] Zhang WenBin; Yu JianKunNew Method of Measurement Measures for Measuring the Degree of  Similarity between Vague  Sets. [J]. Computer Engineering and Applications, 2005, 41(24) 53-66.

Google Scholar

[11] MA Feng, Yu Jian-kun, New vague sets Similarity measure method. Computer Engineering and Application , 2010, 46(34): 39-42.

Google Scholar

[12] CAI Zhengqi, PUCUO Cairen , TIAN Shuangliang, et al. New method for similarity measures between Vague sets. Computer Engineering and Application.

Google Scholar

[13] WANG Chang, LIU Yaya. Similarity measure of Vague sets and its application in clustering analysis[J]. Computer Engineering and Applications,2011,47(29):8-11.

Google Scholar

[14] CUI Chunsheng,LI Guang,WU Qizong. Research on recommender systems of electric commerce based on Vague sets. Computer Engineering and Applications,2011,47(10): 237-239.

Google Scholar