Title :
A linguistic computation model for fuzzy evaluation system
Author :
Shen, Pei-Di ; Lee, Hsuan-Shih
Author_Institution :
Dept. of Inf. Manage., Ming Chung Univ., Taiwan, China
fDate :
6/22/1905 12:00:00 AM
Abstract :
In situations such as multicriteria decision making or performance appraisal, linguistic values such as good, poor, or fair are usually used to represent results of evaluation. To grasp the vagueness of linguistic values, fuzzy numbers are introduced to represent uncertainties. Usually, input and output of the evaluation system for the fuzzy environment are fuzzy numbers. However, if the final results of the overall evaluation are represented by fuzzy numbers, it would be difficult to understand for ordinary people. We propose a linguistic computation model for performance evaluation, which takes linguistic values as input, computes on linguistic values and outputs results in terms of linguistic values
Keywords :
computational linguistics; fuzzy set theory; uncertainty handling; fuzzy evaluation system; fuzzy numbers; linguistic computation model; linguistic values; multicriteria decision making; performance evaluation; uncertainty; vagueness; Appraisal; Arithmetic; Computational modeling; Decision making; Fuzzy sets; Fuzzy systems; Information management; Oceans; Transportation; Uncertainty;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.886532