Title :
A new method of transforming fuzzy set into vague set and its application
Author :
Wei, Wang ; Peng, Jinye ; Chen, Penggang
Author_Institution :
Sch. of Inf. Sci. & Technol., Northwest Univ., Xi´´an, China
Abstract :
How to create vague environment is the precondition of the application based on vague set in recommender systems of electric commerce and so on. According to fuzzy statistics, fuzzy set data of commodity attributes are easy to get to. So, it is worth to research on the method of transforming Fuzzy set into Vague set. This paper presents a new method of transforming Fuzzy set into Vague set, and apply its in recommender systems of electric commerce based on content. The experimental results show that this method is effective and practical, which can not only improve the accuracy of commodity recommended but also provide a new idea of the application of vague set.
Keywords :
electronic commerce; fuzzy set theory; recommender systems; statistics; electric commerce; fuzzy set data; fuzzy statistics; recommender systems; vague set; Accuracy; Approximation methods; Business; Conferences; Educational institutions; Pattern recognition; Recommender systems; fuzzy set; recommendation; vague set;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4577-1414-6
DOI :
10.1109/CECNet.2012.6201923