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Volumn 38, Issue 7, 2011, Pages 8738-8750

A hybrid Kansei engineering design expert system based on grey system theory and support vector regression

Author keywords

Artificial intelligence; Design expert system; Form design; Grey system theory; Kansei engineering; Machine tools; Support vector regression

Indexed keywords

DESIGN-EXPERT; FORM DESIGN; GREY SYSTEM THEORY; KANSEI ENGINEERING; SUPPORT VECTOR REGRESSION;

EID: 79952449733     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.01.083     Document Type: Article
Times cited : (121)

References (38)
  • 4
    • 0344512421 scopus 로고    scopus 로고
    • Product design, semantics and emotional response
    • DOI 10.1080/00140130310001610874
    • O. Demirbilek, and B. Sener Product design, semantics and emotional response Ergonomics 46 13/14 2003 1346 1360 (Pubitemid 37461132)
    • (2003) Ergonomics , vol.46 , Issue.13-14 , pp. 1346-1360
    • Demirbilek, O.1    Sener, B.2
  • 6
    • 0004155976 scopus 로고
    • The analysis of customer requirements for effective rationalization of product attributes in manufacturing
    • Popplewell Hong Kong.
    • Fung, R. T. K., Popplewell. 1995. The analysis of customer requirements for effective rationalization of product attributes in manufacturing. In Proceedings of 3rd International conference on manufacturing technology (pp. 287-296). Hong Kong.
    • (1995) Proceedings of 3rd International Conference on Manufacturing Technology , pp. 287-296
    • Fung, R.T.K.1
  • 7
    • 0037085108 scopus 로고    scopus 로고
    • Product design resources optimization using a non-linear fuzzy quality function deployment model
    • DOI 10.1080/00207540110061634
    • R.Y.K. Fung, J. Tang, Y. Tu, and D. Wang Product design resources optimization using a non-linear fuzzy quality function deployment model International Journal of Production Research 40 3 2002 585 599 (Pubitemid 34593816)
    • (2002) International Journal of Production Research , vol.40 , Issue.3 , pp. 585-599
    • Fung, R.Y.K.1    Tang, J.2    Tu, Y.3    Wang, D.4
  • 10
    • 13544275415 scopus 로고    scopus 로고
    • A study on the color and style collocation of mobile phones using neural network method
    • S.S. Guan, and Y.C. Lin A study on the color and style collocation of mobile phones using neural network method Journal of Chinese Institute of Industrial Engineers 18 6 2001 84 94
    • (2001) Journal of Chinese Institute of Industrial Engineers , vol.18 , Issue.6 , pp. 84-94
    • Guan, S.S.1    Lin, Y.C.2
  • 11
    • 79952452122 scopus 로고    scopus 로고
    • Application of Kansei engineering for new production development for beverages
    • N. Hajime Application of Kansei engineering for new production development for beverages Foods & Food Ingredients Journal of Japan 202 2002 39 46
    • (2002) Foods & Food Ingredients Journal of Japan , vol.202 , pp. 39-46
    • Hajime, N.1
  • 12
    • 0027801758 scopus 로고
    • ELK: A method for eliciting knowledge from customers
    • ASME DE
    • Hauge, P. L., Stauffer, L. A. (1993). ELK: A method for eliciting knowledge from customers. In Proceedings of design and methodology (Vol. 53, pp. 73-81). ASME DE
    • (1993) Proceedings of Design and Methodology , vol.53 , pp. 73-81
    • Hauge, P.L.1    Stauffer, L.A.2
  • 13
    • 0344943307 scopus 로고    scopus 로고
    • Hedonomics-affective human factors design
    • M.G. Helander, and M.P. Tham Hedonomics-affective human factors design Ergonomics 46 13/14 2003 1269 1272
    • (2003) Ergonomics , vol.46 , Issue.13-14 , pp. 1269-1272
    • Helander, M.G.1    Tham, M.P.2
  • 15
    • 10044259862 scopus 로고    scopus 로고
    • A neurofuzzy-evolutionary approach for product design
    • H.W. Hsiao, and E. Liu A neurofuzzy-evolutionary approach for product design Integrated Computer-Aided Engineering 11 2004 323 338
    • (2004) Integrated Computer-Aided Engineering , vol.11 , pp. 323-338
    • Hsiao, H.W.1    Liu, E.2
  • 16
    • 15244355266 scopus 로고    scopus 로고
    • Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design
    • H.W. Hsiao, and H.C. Tsai Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design International Journal of Industrial Ergonomics 35 2005 411 428
    • (2005) International Journal of Industrial Ergonomics , vol.35 , pp. 411-428
    • Hsiao, H.W.1    Tsai, H.C.2
  • 17
    • 0029121797 scopus 로고
    • An automatic builder of a Kansei engineering expert system using self-organizing neural networks
    • S. Ishihara, K. Ishihara, and M. Nagamachi An automatic builder of a Kansei engineering expert system using self-organizing neural networks Journal of Industrial Ergonomics 15 1 1995 25 37
    • (1995) Journal of Industrial Ergonomics , vol.15 , Issue.1 , pp. 25-37
    • Ishihara, S.1    Ishihara, K.2    Nagamachi, M.3
  • 18
    • 0039995031 scopus 로고
    • Modeling a perfect profile
    • London.
    • Jenkins, S. (1995). Modeling a perfect profile. Marketing, 13, VI. London.
    • (1995) Marketing , vol.13 , Issue.6
    • Jenkins, S.1
  • 19
    • 33144463573 scopus 로고    scopus 로고
    • A Kansei mining system for affective design
    • DOI 10.1016/j.eswa.2005.07.020, PII S0957417405001545
    • J. Jiao, Y. Zhang, and M. Helander A Kansei mining system for affective design Expert System with Applications 30 2006 658 673 (Pubitemid 43267426)
    • (2006) Expert Systems with Applications , vol.30 , Issue.4 , pp. 658-673
    • Jiao, J.1    Zhang, Y.2    Helander, M.3
  • 20
    • 33144455943 scopus 로고    scopus 로고
    • Towards affective collaborative design
    • M. J. Smith, G. Salvendy, D. Harris, & R. J. Koubek (Eds.) Mahwah, NJ: Lawrence Erlbaum.
    • Khalid, H. M. (2001). Towards affective collaborative design. In M. J. Smith, G. Salvendy, D. Harris, & R. J. Koubek (Eds.), Usability evaluation and interface design. Proceedings of HCI International (p. 1). Mahwah, NJ: Lawrence Erlbaum.
    • (2001) Usability Evaluation and Interface Design. Proceedings of HCI International , pp. 1
    • Khalid, H.M.1
  • 23
    • 0041654220 scopus 로고
    • Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis
    • J.B. Kruskal Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis Psyschometrika 29 1964 1 27
    • (1964) Psyschometrika , vol.29 , pp. 1-27
    • Kruskal, J.B.1
  • 25
    • 13544255493 scopus 로고    scopus 로고
    • Form design of product image using grey relational analysis and neural network models
    • H.H. Lai, Y.C. Lin, and C.H. Yeh Form design of product image using grey relational analysis and neural network models Computers & Operations Research 32 2005 2689 2711
    • (2005) Computers & Operations Research , vol.32 , pp. 2689-2711
    • Lai, H.H.1    Lin, Y.C.2    Yeh, C.H.3
  • 27
    • 0031081822 scopus 로고    scopus 로고
    • Hybrid Kansei Engineering System and design support
    • DOI 10.1016/S0169-8141(96)00005-4, PII S0169814196000054
    • Y. Matsubara, and M. Nagamachi Hybrid Kansei engineering system and design support International Journal of Industrial Ergonomics 19 2 1997 81 92 (Pubitemid 26395707)
    • (1997) International Journal of Industrial Ergonomics , vol.19 , Issue.2 , pp. 81-92
    • Matsubara, Y.1    Nagamachi, M.2
  • 28
    • 0032679249 scopus 로고    scopus 로고
    • Functional interdependence and product similarity based on customer needs
    • D.A. McAdams, R.B. Stone, and K.L. Wood Functional interdependence and product similarity based on customer needs Research in Engineering Design 11 1 1999 1 19
    • (1999) Research in Engineering Design , vol.11 , Issue.1 , pp. 1-19
    • McAdams, D.A.1    Stone, R.B.2    Wood, K.L.3
  • 29
    • 0035372049 scopus 로고    scopus 로고
    • Requirements management: A representation scheme for product specifications
    • DOI 10.1016/S0010-4485(01)00050-1, PII S0010448501000501
    • A. McKay, A. de Pennington, and J. Baxter Requirements management: A representation scheme for product Computer-Aided Design 33 7 2001 511 520 (Pubitemid 32335391)
    • (2001) CAD Computer Aided Design , vol.33 , Issue.7 , pp. 511-520
    • McKay, A.1    De Pennington, A.2    Baxter, J.3
  • 30
  • 34
    • 0242440173 scopus 로고    scopus 로고
    • Evaluation of alternatives for product customization using fuzzy logic
    • H.C. Tsai, and S.W. Hsiao Evaluation of alternatives for product customization using fuzzy logic Information Sciences 158 2004 233 262
    • (2004) Information Sciences , vol.158 , pp. 233-262
    • Tsai, H.C.1    Hsiao, S.W.2
  • 35
    • 0004594568 scopus 로고    scopus 로고
    • The comparison of four kinds of prediction methods: ARIMA, Fuzzy Time Series, Fuzzy Regression Time Series, and Grey Forecasting - An example of the production value forcast of machinery industry in Taiwan
    • Tseng, F. M., Tzeng, G. H., Yuan, B. (1997). The comparison of four kinds of prediction methods: ARIMA, Fuzzy Time Series, Fuzzy Regression Time Series, and Grey Forecasting - An example of the production value forcast of machinery industry in Taiwan. 1997 Second Conference on Grey Theory and Applications (Taiwan). (pp. 53-68).
    • (1997) 1997 Second Conference on Grey Theory and Applications (Taiwan) , pp. 53-68
    • Tseng, F.M.1    Tzeng, G.H.2    Yuan, B.3
  • 37
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • Vapkin, V., Golowich, Smola, A. (1997). Support vector method for function approximation, regression estimation, and signal processing. NIPS'96.
    • (1997) NIPS'96
    • Vapkin, V.1    Golowich Smola, A.2
  • 38
    • 0034327468 scopus 로고    scopus 로고
    • Recursive prediction of traffic conditions with neural network models
    • H.M. Zhang Recursive prediction of traffic conditions with neural network models Journal of Transportation Engineering 126 6 2000 472 481
    • (2000) Journal of Transportation Engineering , vol.126 , Issue.6 , pp. 472-481
    • Zhang, H.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.