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Volumn 37, Issue 2, 2005, Pages 149-172

Product portfolio identification based on association rule mining

Author keywords

Association rules; Customer satisfaction; Data mining; Mass customization; Product definition; Product portfolio; Requirement management; Variety

Indexed keywords

ASSOCIATION RULES; MASS CUSTOMIZATION; PRODUCT DEFINITION; PRODUCT PORTFOLIO; REQUIREMENT MANAGEMENT; VARIETY;

EID: 4544379978     PISSN: 00104485     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cad.2004.05.006     Document Type: Article
Times cited : (151)

References (78)
  • 2
    • 0041393640 scopus 로고    scopus 로고
    • Product variety management
    • Boston/Dordrecht/London: Kluwer Academic Publishers
    • Ho T.H., Tang C.S. Product variety management. Research advances. 1998;Kluwer Academic Publishers, Boston/Dordrecht/London.
    • (1998) Research Advances
    • Ho, T.H.1    Tang, C.S.2
  • 4
    • 0032165489 scopus 로고    scopus 로고
    • Variety for sale: Mass customization or mass confusion
    • Huffman C., Kahn B. Variety for sale: mass customization or mass confusion. J Retail. 74:(4):1998;491-513.
    • (1998) J Retail , vol.74 , Issue.4 , pp. 491-513
    • Huffman, C.1    Kahn, B.2
  • 7
    • 0035598899 scopus 로고    scopus 로고
    • Portfolio management for new product development: Results of an industry practices study
    • Cooper R., Edgett S., Kleinschmidt E. Portfolio management for new product development: results of an industry practices study. R & D Manage. 31:(4):2001;361-381.
    • (2001) R & D Manage , vol.31 , Issue.4 , pp. 361-381
    • Cooper, R.1    Edgett, S.2    Kleinschmidt, E.3
  • 8
    • 0036750886 scopus 로고    scopus 로고
    • An approach for product line design selection under uncertainty and competition
    • Li H., Azarm S. An approach for product line design selection under uncertainty and competition. Trans ASME. J Mech Des. 124:(3):2002;385-392.
    • (2002) Trans ASME. J Mech Des , vol.124 , Issue.3 , pp. 385-392
    • Li, H.1    Azarm, S.2
  • 13
    • 0034467625 scopus 로고    scopus 로고
    • Generic bill of materials and operations for high-variety production management
    • Jiao J., Tseng M.M., Ma Q., Zou Y. Generic bill of materials and operations for high-variety production management. Concurr Eng Res Appl. 8:(4):2000;297-322.
    • (2000) Concurr Eng Res Appl , vol.8 , Issue.4 , pp. 297-322
    • Jiao, J.1    Tseng, M.M.2    Ma, Q.3    Zou, Y.4
  • 15
    • 0032643783 scopus 로고    scopus 로고
    • A methodology of developing product family architecture for mass customization
    • Jiao J., Tseng M.M. A methodology of developing product family architecture for mass customization. J Intell Manuf. 10:(1):1999;3-20.
    • (1999) J Intell Manuf , vol.10 , Issue.1 , pp. 3-20
    • Jiao, J.1    Tseng, M.M.2
  • 16
    • 2342466128 scopus 로고    scopus 로고
    • Customizability analysis in design for mass customization
    • Jiao J., Tseng M.M. Customizability analysis in design for mass customization. Comput-Aided Des. 36:(8):2004;745-757.
    • (2004) Comput-aided Des , vol.36 , Issue.8 , pp. 745-757
    • Jiao, J.1    Tseng, M.M.2
  • 17
    • 0000603330 scopus 로고    scopus 로고
    • Computer-aided requirement management for product definition: A methodology and implementation
    • Tseng M.M., Jiao J. Computer-aided requirement management for product definition: A methodology and implementation. Concurr Eng Res Appl. 6:(2):1998;145-160.
    • (1998) Concurr Eng Res Appl , vol.6 , Issue.2 , pp. 145-160
    • Tseng, M.M.1    Jiao, J.2
  • 18
    • 0035333508 scopus 로고    scopus 로고
    • Designer-moderated product design
    • Tarasewich P., Nair S.K. Designer-moderated product design. IEEE Trans Eng Manage. 48:(2):2001;175-188.
    • (2001) IEEE Trans Eng Manage , vol.48 , Issue.2 , pp. 175-188
    • Tarasewich, P.1    Nair, S.K.2
  • 19
    • 0036545528 scopus 로고    scopus 로고
    • An integrated approach to the elicitation of customer requirements for engineering design using picture sorts and fuzzy evaluation
    • Yan W., Chen C.H., Khoo L.P. An integrated approach to the elicitation of customer requirements for engineering design using picture sorts and fuzzy evaluation. AIEDAM. 16:(2):2002;59-71.
    • (2002) AIEDAM , vol.16 , Issue.2 , pp. 59-71
    • Yan, W.1    Chen, C.H.2    Khoo, L.P.3
  • 20
    • 0027801758 scopus 로고
    • ELK. A method for eliciting knowledge from customers
    • DE
    • Hauge P.L., Stauffer L.A. ELK. A method for eliciting knowledge from customers. Design and methodology. DE-vol. 53:1993;. p. 73-81.
    • (1993) Design and Methodology , vol.53 , pp. 73-81
    • Hauge, P.L.1    Stauffer, L.A.2
  • 21
    • 0012352426 scopus 로고    scopus 로고
    • A radial basis function neural network multicultural factors evaluation engine for product concept development
    • Yan W., Chen C.H., Khoo L.P. A radial basis function neural network multicultural factors evaluation engine for product concept development. Expert Syst. 8:(5):2001;219-232.
    • (2001) Expert Syst , vol.8 , Issue.5 , pp. 219-232
    • Yan, W.1    Chen, C.H.2    Khoo, L.P.3
  • 22
    • 0030148880 scopus 로고    scopus 로고
    • Requirements acquisition
    • Shaw M.L.G., Gaines B.R. Requirements acquisition. Software Eng J. 11:(3):1996;149-165.
    • (1996) Software Eng J , vol.11 , Issue.3 , pp. 149-165
    • Shaw, M.L.G.1    Gaines, B.R.2
  • 24
    • 0041927662 scopus 로고    scopus 로고
    • Identifying customer need patterns for customization and personalization
    • Du X., Jiao J., Tseng M.M. Identifying customer need patterns for customization and personalization. Integr Manuf Syst. 14:(5):2003;387-396.
    • (2003) Integr Manuf Syst , vol.14 , Issue.5 , pp. 387-396
    • Du, X.1    Jiao, J.2    Tseng, M.M.3
  • 25
    • 0141830228 scopus 로고    scopus 로고
    • Integrating into the design process the needs of those involved in the product life-cycle
    • Prudhomme G., Zwolinski P., Brissaud D. Integrating into the design process the needs of those involved in the product life-cycle. J Eng Des. 14:(3):2003;333-353.
    • (2003) J Eng Des , vol.14 , Issue.3 , pp. 333-353
    • Prudhomme, G.1    Zwolinski, P.2    Brissaud, D.3
  • 26
    • 1642299671 scopus 로고    scopus 로고
    • A strategy for acquiring customer requirement patterns using laddering technique and ART2 neural network
    • Chen C.-H., Khoo L.P., Yan W. A strategy for acquiring customer requirement patterns using laddering technique and ART2 neural network. Adv Eng Inf. 16:(3):2002;229-240.
    • (2002) Adv Eng Inf , vol.16 , Issue.3 , pp. 229-240
    • Chen, C.-H.1    Khoo, L.P.2    Yan, W.3
  • 27
    • 0030387631 scopus 로고    scopus 로고
    • Data mining. An overview from database perspective
    • Chen M., Han J., Yu P. Data mining. An overview from database perspective. IEEE Trans Knowledge Data Eng. 8:(6):1996;866-883.
    • (1996) IEEE Trans Knowledge Data Eng , vol.8 , Issue.6 , pp. 866-883
    • Chen, M.1    Han, J.2    Yu, P.3
  • 28
    • 0035372049 scopus 로고    scopus 로고
    • Requirements management: A representation scheme for product
    • McKay A., de Pennington A., Baxter J. Requirements management: a representation scheme for product. Comput-Aided Des. 33:(7):2001;511-520.
    • (2001) Comput-aided Des , vol.33 , Issue.7 , pp. 511-520
    • McKay, A.1    De Pennington, A.2    Baxter, J.3
  • 30
    • 0002098535 scopus 로고
    • Attractive and must-be quality
    • Kano N., Seraku N., Takahashi F., Tsuji S. Attractive and must-be quality (in Japanese). Hinshitsu. 14:(2):1984;39-48.
    • (1984) Hinshitsu , vol.14 , Issue.2 , pp. 39-48
    • Kano, N.1    Seraku, N.2    Takahashi, F.3    Tsuji, S.4
  • 31
    • 0039995031 scopus 로고
    • Modeling a perfect profile
    • London
    • Jenkins, S., 1995. Modeling a perfect profile. Marketing. (July 13): 6, London.
    • (1995) Marketing , Issue.JULY 13 , pp. 6
    • Jenkins, S.1
  • 32
    • 0040853479 scopus 로고
    • Additive decomposition of perceptions data via conjoint analysis
    • Green P.E., DeSarbo W.S. Additive decomposition of perceptions data via conjoint analysis. J Consumer Res. 5:(1):1978;58-65.
    • (1978) J Consumer Res , vol.5 , Issue.1 , pp. 58-65
    • Green, P.E.1    DeSarbo, W.S.2
  • 36
    • 0004816858 scopus 로고
    • The voice of the customer
    • Griffin A., Hauser J.R. The voice of the customer. Market Sci. 12:(1):1992;1-27.
    • (1992) Market Sci , vol.12 , Issue.1 , pp. 1-27
    • Griffin, A.1    Hauser, J.R.2
  • 37
    • 0000307521 scopus 로고
    • Aesthetic response and the influence of design principles on product performance
    • L. McAllister, & M. Rothschele. Provo, UT: Association for Customer Research
    • Veryzer R.W. Aesthetic response and the influence of design principles on product performance. McAllister L., Rothschele M. Advances in customer research. vol. 20:1993;224-231 Association for Customer Research, Provo, UT.
    • (1993) Advances in Customer Research , vol.20 , pp. 224-231
    • Veryzer, R.W.1
  • 40
    • 84862432785 scopus 로고    scopus 로고
    • JSKE. Japan Society of Kansei engineering. http://www.jske.org/.
  • 42
  • 46
    • 0030144382 scopus 로고    scopus 로고
    • ACRE: Selection methods for requirements acquisition
    • Maiden N.A.M., Rugg G. ACRE: selection methods for requirements acquisition. Software Eng J. 11:(3):1996;183-192.
    • (1996) Software Eng J , vol.11 , Issue.3 , pp. 183-192
    • Maiden, N.A.M.1    Rugg, G.2
  • 48
    • 0012260975 scopus 로고    scopus 로고
    • An investigation to the elicitation of customer requirements using sorting techniques and fuzzy evaluation
    • Tainan, Taiwan
    • Chen C.-H., Khoo L.P., Yan W. An investigation to the elicitation of customer requirements using sorting techniques and fuzzy evaluation. Proceedings of the Sixth Asia Pacific Management Conference, Tainan, Taiwan. 2000;. p. 45-55.
    • (2000) Proceedings of the Sixth Asia Pacific Management Conference , pp. 45-55
    • Chen, C.-H.1    Khoo, L.P.2    Yan, W.3
  • 51
    • 0031648197 scopus 로고    scopus 로고
    • An intelligent hybrid system for customer requirements analysis and product attribute targets determination
    • Fung R.Y.K., Popplewell K., Xie J. An intelligent hybrid system for customer requirements analysis and product attribute targets determination. Int J Prod Res. 36:(1):1998;13-34.
    • (1998) Int J Prod Res , vol.36 , Issue.1 , pp. 13-34
    • Fung, R.Y.K.1    Popplewell, K.2    Xie, J.3
  • 53
    • 0037085108 scopus 로고    scopus 로고
    • Product design resources optimization using a non-linear fuzzy quality function deployment model
    • Fung R.Y.K., Tang J., Tu Y., Wang D. Product design resources optimization using a non-linear fuzzy quality function deployment model. Int J Prod Res. 40:(3):2002;585-599.
    • (2002) Int J Prod Res , vol.40 , Issue.3 , pp. 585-599
    • Fung, R.Y.K.1    Tang, J.2    Tu, Y.3    Wang, D.4
  • 54
    • 0027188653 scopus 로고
    • Prioritizing the customer's requirements by AHP for concurrent design
    • DE
    • Fukuda S., Matsuura Y. Prioritizing the customer's requirements by AHP for concurrent design. Proceedings of Design for Manufacturability. DE-vol. 52:1993;. p. 13-9.
    • (1993) Proceedings of Design for Manufacturability , vol.52 , pp. 13-19
    • Fukuda, S.1    Matsuura, Y.2
  • 56
    • 0032679249 scopus 로고    scopus 로고
    • Functional interdependence and product similarity based on customer needs
    • McAdams D.A., Stone R.B., Wood K.L. Functional interdependence and product similarity based on customer needs. Res Eng Des. 11:(1):1999;1-19.
    • (1999) Res Eng Des , vol.11 , Issue.1 , pp. 1-19
    • McAdams, D.A.1    Stone, R.B.2    Wood, K.L.3
  • 57
    • 0002860654 scopus 로고
    • Stability in competition
    • Hotelling H.H. Stability in competition. Econ J. 39:(1):1929;47-51.
    • (1929) Econ J , vol.39 , Issue.1 , pp. 47-51
    • Hotelling, H.H.1
  • 58
    • 0029694494 scopus 로고    scopus 로고
    • Design for mass customization
    • Tseng M.M., Jiao J. Design for mass customization. CIRP Ann. 45:(1):1996;153-156.
    • (1996) CIRP Ann , vol.45 , Issue.1 , pp. 153-156
    • Tseng, M.M.1    Jiao, J.2
  • 59
    • 0035555516 scopus 로고    scopus 로고
    • Architecture of product family. Fundamentals and methodology
    • Du X., Jiao J., Tseng M.M. Architecture of product family. Fundamentals and methodology. Concurr Eng: Res Appl. 9:(4):2001;309-325.
    • (2001) Concurr Eng: Res Appl , vol.9 , Issue.4 , pp. 309-325
    • Du, X.1    Jiao, J.2    Tseng, M.M.3
  • 60
    • 4544312579 scopus 로고    scopus 로고
    • Data mining
    • San Francisco: Morgan Kaufmann Publishers
    • Han J., Kamber M. Data mining. Concepts and techniques. 2001;Morgan Kaufmann Publishers, San Francisco.
    • (2001) Concepts and Techniques
    • Han, J.1    Kamber, M.2
  • 63
    • 0039135628 scopus 로고    scopus 로고
    • Fuzzy clustering analysis and multifactorial evaluation for students' imaginative power in physics problem solving
    • Wang H., McCauley-Bell P. Fuzzy clustering analysis and multifactorial evaluation for students' imaginative power in physics problem solving. Fuzzy Sets Syst. 78:(1):1996;95-105.
    • (1996) Fuzzy Sets Syst , vol.78 , Issue.1 , pp. 95-105
    • Wang, H.1    McCauley-Bell, P.2
  • 67
    • 0035340352 scopus 로고    scopus 로고
    • Mining association rules procedure to support on-line recommendation by customers and products fragmentation
    • ChangChien S.W., Lu T.C. Mining association rules procedure to support on-line recommendation by customers and products fragmentation. Expert Syst Appl. 20:(4):2001;325-335.
    • (2001) Expert Syst Appl , vol.20 , Issue.4 , pp. 325-335
    • Changchien, S.W.1    Lu, T.C.2
  • 69
    • 0035164264 scopus 로고    scopus 로고
    • Assessing value for platformed product family design
    • Gonzalez-Zugasti J.P., Otto K.N., Baker J.D. Assessing value for platformed product family design. Res Eng Des. 13:(1):2001;30-41.
    • (2001) Res Eng Des , vol.13 , Issue.1 , pp. 30-41
    • Gonzalez-Zugasti, J.P.1    Otto, K.N.2    Baker, J.D.3
  • 73
    • 0003861416 scopus 로고    scopus 로고
    • Data mining for association rules and sequential patterns
    • New York: Springer
    • Adamo J.-M. Data mining for association rules and sequential patterns. Sequential and parallel algorithms. 2001;Springer, New York.
    • (2001) Sequential and Parallel Algorithms
    • Adamo, J.-M.1
  • 78
    • 4544319291 scopus 로고    scopus 로고
    • Amalgamation of statistics and data mining techniques: Explorations in customer lifetime value modeling
    • W. Abramowicz, & J. Zurada. Kluwer Academic Publishers: Boston
    • Mani D.R., Drew J., Betz A., Datta P. Amalgamation of statistics and data mining techniques: explorations in customer lifetime value modeling. Abramowicz W., Zurada J. Knowledge discovery for business information systems. 2001;229-250 Kluwer Academic Publishers, Boston.
    • (2001) Knowledge Discovery for Business Information Systems , pp. 229-250
    • Mani, D.R.1    Drew, J.2    Betz, A.3    Datta, P.4


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