Title :
A method of determining the fuzzy measure based on knowledge factors
Author :
Li, Fa-chao ; Zhang, Zan
Author_Institution :
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
This paper presents a method to determine the fuzzy measure based on knowledge factors, in order to solve the problem of interaction among indices in the comprehensive evaluation, and make full use of the knowledge existing in the information system. The method can be used as a strategy for measuring the significance of the attributes. Furthermore, the Choquet integral is an important aggregation operator used in various fields. In combination with the Choquet integral, the method is applied to the assessment of graduate scholarship. The result shows that the method offers good interpretation and operation.
Keywords :
fuzzy set theory; information systems; integral equations; knowledge acquisition; Choquet integral; aggregation operator; comprehensive evaluation; fuzzy measure; graduate scholarship; information system; knowledge factors; Abstracts; Choquet integral; Comprehensive evaluation; Fuzzy measure; Information system; Knowledge factor;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4673-1484-8
DOI :
10.1109/ICMLC.2012.6359483