A Probability-Based Approach to Consumer Oriented Evaluation of Traditional Craft Items Using Kansai Data

This paper deals with the evaluation problem of Japanese traditional crafts in which product items are evaluated according so-called kansei features by means of the semantic differential method. As for traditional crafts, decisions on which items to buy or use are usually influenced by personal feelings/characteristics, we shall propose a consumer-oriented evaluation model targeting on those recommendation requests specified by consumers. Particularly, given a consumer’s recommendation request, the proposed model aims at defining an evaluation function that quantifies how well a product item meets the consumer’s feeling preference. An application for evaluating patterns of Kutani porcelain is conducted to illustrate how the proposed evaluation model works practically.

[1]  Bernard Yannou,et al.  Measuring consumer perceptions for a better comprehension, specification and assessment of product semantics , 2004 .

[2]  L. Zadeh A COMPUTATIONAL APPROACH TO FUZZY QUANTIFIERS IN NATURAL LANGUAGES , 1983 .

[3]  Yoshiteru Nakamori,et al.  Treating fuzziness in subjective evaluation data , 2006, Inf. Sci..

[4]  Hsin-Hsi Lai,et al.  A robust design approach for enhancing the feeling quality of a product: a car profile case study , 2005 .

[5]  Gediminas Adomavicius,et al.  Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions , 2005, IEEE Transactions on Knowledge and Data Engineering.

[6]  Kuniaki Nakada Kansei engineering research on the design of construction machinery , 1997 .

[7]  Ronald R. Yager On the instantiation of possibility distributions , 2002, Fuzzy Sets Syst..

[8]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decision-making , 1988 .

[9]  Mitsuo Nagamachi,et al.  Kansei Engineering: A new ergonomic consumer-oriented technology for product development , 1995 .

[10]  Salvador Mondragón,et al.  Semantic Differential applied to the evaluation of machine tool design , 2005 .

[11]  Ronald R. Yager,et al.  On ordered weighted averaging aggregation operators in multicriteria decisionmaking , 1988, IEEE Trans. Syst. Man Cybern..

[12]  Van-Nam Huynh,et al.  A satisfactory-oriented approach to multiexpert decision-making with linguistic assessments , 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[13]  Simon Schütte,et al.  Engineering Emotional Values in Product Design : Kansei Engineering in Development , 2005 .

[14]  F. Herrera,et al.  A linguistic decision process in group decision making , 1996 .

[15]  Van-Nam Huynh,et al.  A Fuzzy Target Based Model for Decision Making Under Uncertainty , 2006, 2006 IEEE International Conference on Fuzzy Systems.

[16]  Van-Nam Huynh,et al.  Personalized Recommendation for Traditional Crafts Using Fuzzy Correspondence Analysis with Kansei Data and OWA Operator , 2008, Interval / Probabilistic Uncertainty and Non-Classical Logics.

[17]  C. Osgood,et al.  The Measurement of Meaning , 1958 .

[18]  Yoshiteru Nakamori,et al.  Quantification of Relationships between evaluation targets and adjectives through fuzzy correspondence analysis and OWA operator , 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

[19]  Tomio Jindo,et al.  Application studies to car interior of Kansei engineering , 1997 .