Customer requirements mapping method based on association rules mining for mass customisation

International Journal of Computer Applications in Technology

Volumn 37, Issue 3-4, 2010, Pages 198-203

  Xia, Shi Sheng ^a   Wang, Li Ya ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Association rules analysis; Classification mechanism; GBOM; Mass customisation; Requirements mapping

Indexed keywords

ASSOCIATION RULES; MAPPING; PRODUCT DESIGN; QUALITY FUNCTION DEPLOYMENT; SALES;

ASSOCIATION RULES MINING; CLASSIFICATION MECHANISM; GBOM; MASS CUSTOMISATION; PRODUCT FAMILY ARCHITECTURE; PRODUCT VARIETY DESIGNS; QUALITY FUNCTION DEPLOYMENTS (QFD); REQUIREMENTS MAPPINGS;

CUSTOMER SATISFACTION;

EID: 77949499576     PISSN: 09528091     EISSN: None     Source Type: Journal    
DOI: 10.1504/IJCAT.2010.031935     Document Type: Article

References (21)

1. Agrawal, A., Mannila, H., Srikant, R., Toivonen, H. and Verkamo, A. (1996) 'Fast discovery of association rules', in Fayyad U., Platesky-Shapiro, G. Smyth, P. and Uthurusamy, R. (Eds): Advances in Knowledge Discovery and Data Mining, AAAI Press, Menlo Park, California, pp.307-328.
2. Agrawal, R., Imielienski, T. and Swami, A. (1993) 'Mining association rules between sets of items in large databases', Proceedings of the Conference on Management of Data, ACM Press, New York, pp.207-216.
3. Akao,Y. (1990) Quality Function Deployment: Integration Customer Requirements into Product Design, Productivity Press, Cambridge, MA.
4. Aron, R., Sundararajan, A. and Viswanathan, S. (2006) 'Intelligent agents in electronic markets for information goods: customization, preference revelation and pricing', Decision Support Systems, Vol.41, pp.764-786.
5. Child, P., Diederichs, R., Sanders, F.H. and Wisniowski, S. (1991) 'SMR forum: the management of complexity', Sloan Management Review, Vol.33, No.1, pp.73-80.
6. Elrod, T., Louviere, J. and Davey, K. (1992) 'An empirical comparison of ratings-based and choice-based conjoint models', Journal of Marketing Research, Vol.29, pp.368-377.
7. Fung, R.Y.K., Popplewell, K. and Xie, J. (1998) 'An intelligent hybrid system for customer requirements analysis and product attribute targets determination', International Journal of Production Research, Vol.36, No.1, pp.13-34.
8. Hegge, H.M.H. and Wortmann, J.C. (1991) 'Generic bills-ofmaterial: a new product model', International Journal of Production Economics, Vol.23, Nos. 1-3, pp.117-128.
9. Jiao, J. and Tseng, M.M. (1999) 'A methodology of developing product family architecture for mass customization', Journal of Intelligent Manufacturing, Vol.10, No.1, pp.3-20.
10. Jiao, J. and Zhang, Y. (2005) 'Product portfolio identification based on association rule mining', Computer-Aided Design, Vol.37, No.2, pp.49-172.
11. Karsak, E.E. (2004) 'Fuzzy multiple objective programming framework to prioritize design requirements in quality function deployment', Computers & Industrial Engineering, Vol.47, pp.149-163.
12. Kwong, K. and Bai, H. (2002) 'A Fuzzy AHP approach to the determination of importance weights of customer requirements in quality function deployment', Journal of Intelligent Manufacturing, Vol.13, pp.367-377.
13. Liu, D-R. and Shih, Y-Y. (2005) 'Integrating AHP and data mining for product recommendation based on customer lifetime value', Information & Management, Vol.42, pp.387-400.
14. Martin, M.V. (1996) 'Design for variety: a methodology for understanding the costs of product proliferation', Proceedings of the 1996 ASME Design Engineering Technical Conferences and Computers in Engineering Conference, Irvine, California.
15. Pine, B.J. (1993) Mass Customization: The New Frontier in Business Competition, Harvard Business School Press, Boston.
16. Simpson, T.W. (2004) 'Product platform design and customization: status and promise', AIEDAM, Vol.18, No.1, pp.3-20.
17. Tarasewich, P. and Nair, S.K. (2001) 'Designer-moderated product design', IEEE Transactions on Engineering Management, Vol.48, No.2, pp.175-188
18. Tseng, M.M. and Jiao, J. (1996) 'Design for mass customization', Annals of the CIRP, Vol.45, No.1, pp.153-156.
19. Tseng, M.M. and Jiao, J. (2001) 'Mass customization', in Salvendy, G. (Ed.): Handbook of Industrial Engineering', 3rd ed., New York.
20. Van Veen, E.A. (1992) 'Modeling Product Structures by Generic Bills-of-Materials', Elsevier, New York.
21. Zhang, Y. and Jiao, J.R. (2007) 'An associative classificationbased recommendation system for personalization in B2C e-commerce applications', Expert Systems with Applications, Vol.33, pp.357-367.