论文信息 - Fuzzy Similarity Measure Based Case Retrieval Method

Fuzzy Similarity Measure Based Case Retrieval Method

The inducement relation between fuzzy subsethood measure (FSUM) and fuzzy similarity measure (FSIM) is analyzed and proved, a novel calculation formula of FSUM is proposed, and the calculation formula of FSIM is induced so as to remedy the disadvantage of conventional ones. Then the FSIM based case retrieval (CR/FSIM) method is studied. The case based reasoning (CBR) system for the travel scheme management is developed so as to verify the validity of CR/FSIM method, compared with the conventional nearest neighbor (NN) method, the system simulation result shows that the CR/FSIM method can much improve the satisfaction degree of tourists within certain similarity degree threshold

Chun-Guang Chang | Ding-Wei Wang | Ya-Chen Liu | Bao-Ku Qi

[1] Liu Xuecheng,et al. Entropy, distance measure and similarity measure of fuzzy sets and their relations , 1992 .

[2] Jörg Walter Schaaf. Fish and Shrink. A Next Step Towards Efficient Case Retrieval in Large-Scale Case Bases , 1996, EWCBR.

[3] Huiying Li,et al. Application research on case-based reasoning combined with adaptation model for dynamic scheduling of steel production , 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

[4] Roger C. Schank,et al. Creativity and Learning in a Case-Based Explainer , 1989, Artif. Intell..

[5] Barry Smyth,et al. Using adaptation knowledge to retrieve and adapt design cases , 1996, Knowl. Based Syst..

[6] Pi-Sheng Deng,et al. Using case-based reasoning approach to the support of ill-structured decisions , 1996 .

[7] Janet L. Kolodner,et al. Improving Human Decision Making through Case-Based Decision Aiding , 1991, AI Mag..

[8] Ding-Wei Wang,et al. Two stage case-based reasoning application research on steel-making dynamic scheduling , 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826).

[9] Angi Voss,et al. How to solve complex problems with cases , 1996 .