메뉴 건너뛰기




Volumn 32, Issue 4, 2007, Pages 976-986

A data mining approach to product assortment and shelf space allocation

Author keywords

Data mining; Multi level association rules; Shelf space management; Zero one integer programming

Indexed keywords

CUSTOMER SATISFACTION; DATABASE SYSTEMS; INTEGER PROGRAMMING; PARAMETER ESTIMATION; PRODUCT DEVELOPMENT; SYSTEMS ANALYSIS;

EID: 33751527220     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.02.001     Document Type: Article
Times cited : (62)

References (32)
  • 1
    • 0027621699 scopus 로고    scopus 로고
    • Agrawal, R., Imielinski, T., & Swami, A. (1993). Mining association rules between sets of items in large databases. In ACM SIGMOD conference, Washington, DC, USA (pp. 254-259).
  • 2
    • 0015994415 scopus 로고
    • A mathematical model for simultaneously determine the optimal brand-collection and display-area allocation
    • Anderson E.E., and Amato H.N. A mathematical model for simultaneously determine the optimal brand-collection and display-area allocation. Operations Research 22 1 (1974) 13-21
    • (1974) Operations Research , vol.22 , Issue.1 , pp. 13-21
    • Anderson, E.E.1    Amato, H.N.2
  • 3
    • 0000879657 scopus 로고
    • A sensitivity analysis of retailer shelf management models
    • Borin N., and Farris P.W. A sensitivity analysis of retailer shelf management models. Journal of Retailing 71 2 (1995) 153-171
    • (1995) Journal of Retailing , vol.71 , Issue.2 , pp. 153-171
    • Borin, N.1    Farris, P.W.2
  • 4
    • 84990617930 scopus 로고
    • A model for determining retail product category assortment and shelf space allocation
    • Borin N., Farris P.W., and Freeland J.R. A model for determining retail product category assortment and shelf space allocation. Decision Science 25 3 (1994) 359-384
    • (1994) Decision Science , vol.25 , Issue.3 , pp. 359-384
    • Borin, N.1    Farris, P.W.2    Freeland, J.R.3
  • 5
    • 0034592797 scopus 로고    scopus 로고
    • Brijs, T., Goethals, B., Swinnen, G., Vanhoof, K., & Wets, G. (2000). A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model. In KDD-2000, Boston, MA, USA (pp. 300-304).
  • 6
    • 33751550370 scopus 로고    scopus 로고
    • Brijs, T., Swinnen, G., Vanhoof, K., & Wets, G. (1999). Using association rules for product assortment decisions: a case study. In KDD-99, San Diego, CA, USA (pp. 254-260).
  • 7
    • 0001219487 scopus 로고
    • SHARP: shelf allocation for retailers' profit
    • Bultez A., and Naert P. SHARP: shelf allocation for retailers' profit. Marketing Science 7 3 (1988) 211-231
    • (1988) Marketing Science , vol.7 , Issue.3 , pp. 211-231
    • Bultez, A.1    Naert, P.2
  • 9
    • 0242301526 scopus 로고    scopus 로고
    • Configuration of cellular manufacturing systems using association rule induction
    • Chen M.-C. Configuration of cellular manufacturing systems using association rule induction. International Journal of Production Research 41 2 (2003) 381-395
    • (2003) International Journal of Production Research , vol.41 , Issue.2 , pp. 381-395
    • Chen, M.-C.1
  • 12
    • 12344293675 scopus 로고    scopus 로고
    • An association-based clustering approach to order batching considering customer demand patterns
    • Chen M.-C., and Wu H.-P. An association-based clustering approach to order batching considering customer demand patterns. Omega-International Journal of Management Science 33 4 (2005) 333-343
    • (2005) Omega-International Journal of Management Science , vol.33 , Issue.4 , pp. 333-343
    • Chen, M.-C.1    Wu, H.-P.2
  • 13
    • 11244327748 scopus 로고    scopus 로고
    • Mining changes in customer buying behavior for collaborative recommendations
    • Cho Y.B., Cho Y.H., and Kim S.H. Mining changes in customer buying behavior for collaborative recommendations. Expert Systems with Applications 28 2 (2005) 359-369
    • (2005) Expert Systems with Applications , vol.28 , Issue.2 , pp. 359-369
    • Cho, Y.B.1    Cho, Y.H.2    Kim, S.H.3
  • 14
    • 0002973581 scopus 로고
    • Shelf space allocation and profit maximization in mass retailing
    • Chrhan R.C. Shelf space allocation and profit maximization in mass retailing. Journal of Marketing 37 1 (1973) 54-60
    • (1973) Journal of Marketing , vol.37 , Issue.1 , pp. 54-60
    • Chrhan, R.C.1
  • 15
    • 0000726718 scopus 로고
    • A model for optimizing retail space allocations
    • Corstjens M., and Doyle P. A model for optimizing retail space allocations. Management Science 27 7 (1981) 822-833
    • (1981) Management Science , vol.27 , Issue.7 , pp. 822-833
    • Corstjens, M.1    Doyle, P.2
  • 16
    • 0020833757 scopus 로고
    • A dynamic model for strategically allocating retail space
    • Corstjens M., and Doyle P. A dynamic model for strategically allocating retail space. Journal of Operational Research Society 34 10 (1983) 943-951
    • (1983) Journal of Operational Research Society , vol.34 , Issue.10 , pp. 943-951
    • Corstjens, M.1    Doyle, P.2
  • 17
    • 24644448596 scopus 로고    scopus 로고
    • Knowledge acquisition from batch semiconductor manufacturing data
    • Del Castillo Sobrino M.D., and Barrios B.L.J. Knowledge acquisition from batch semiconductor manufacturing data. Intelligent Data Analysis 3 5 (1999) 399-408
    • (1999) Intelligent Data Analysis , vol.3 , Issue.5 , pp. 399-408
    • Del Castillo Sobrino, M.D.1    Barrios, B.L.J.2
  • 18
    • 0001631985 scopus 로고
    • Shelf management and space elasticity
    • Drèze X., Hoch S.J., and Purk M.E. Shelf management and space elasticity. Journal of Retailing 70 4 (1994) 301-326
    • (1994) Journal of Retailing , vol.70 , Issue.4 , pp. 301-326
    • Drèze, X.1    Hoch, S.J.2    Purk, M.E.3
  • 21
    • 19744376538 scopus 로고    scopus 로고
    • A model for shelf space allocation and inventory control considering location and inventory level effects on demand
    • Hwang H., Choi B., and Lee M.-J. A model for shelf space allocation and inventory control considering location and inventory level effects on demand. International Journal of Production Economics 97 2 (2005) 185-195
    • (2005) International Journal of Production Economics , vol.97 , Issue.2 , pp. 185-195
    • Hwang, H.1    Choi, B.2    Lee, M.-J.3
  • 23
    • 0042732423 scopus 로고    scopus 로고
    • The selection and pricing of retail assortments: an empirical approach
    • McIntyre S.H., and Miller C.M. The selection and pricing of retail assortments: an empirical approach. Journal of Retailing 75 3 (1999) 295-318
    • (1999) Journal of Retailing , vol.75 , Issue.3 , pp. 295-318
    • McIntyre, S.H.1    Miller, C.M.2
  • 24
    • 14844348409 scopus 로고    scopus 로고
    • Shelf space management of private labels: a case study in Spanish retailing
    • Nogales A.F., and Suarez M.G. Shelf space management of private labels: a case study in Spanish retailing. Journal of Retailing and Consumer Services 12 3 (2005) 205-216
    • (2005) Journal of Retailing and Consumer Services , vol.12 , Issue.3 , pp. 205-216
    • Nogales, A.F.1    Suarez, M.G.2
  • 25
    • 0035254304 scopus 로고    scopus 로고
    • Assortment planning in fashion retailing: methodology, application and analysis
    • Rajaram K. Assortment planning in fashion retailing: methodology, application and analysis. European Journal of Operational Research 129 1 (2001) 186-208
    • (2001) European Journal of Operational Research , vol.129 , Issue.1 , pp. 186-208
    • Rajaram, K.1
  • 27
    • 24144442868 scopus 로고    scopus 로고
    • Granular support vector machines with association rules mining for protein homology prediction
    • Tang Y., Jin B., and Zhang Y.-Q. Granular support vector machines with association rules mining for protein homology prediction. Artificial Intelligence in Medicine 35 1-2 (2005) 121-134
    • (2005) Artificial Intelligence in Medicine , vol.35 , Issue.1-2 , pp. 121-134
    • Tang, Y.1    Jin, B.2    Zhang, Y.-Q.3
  • 28
    • 0032018115 scopus 로고    scopus 로고
    • An inventory theoretic approach to product assortment and shelf-space allocation
    • Urban T. An inventory theoretic approach to product assortment and shelf-space allocation. Journal of Retailing 74 1 (1998) 15-35
    • (1998) Journal of Retailing , vol.74 , Issue.1 , pp. 15-35
    • Urban, T.1
  • 30
    • 0035341801 scopus 로고    scopus 로고
    • An efficient algorithm to allocate shelf space
    • Yang M.-H. An efficient algorithm to allocate shelf space. European Journal of Operational Research 131 1 (1999) 107-118
    • (1999) European Journal of Operational Research , vol.131 , Issue.1 , pp. 107-118
    • Yang, M.-H.1
  • 32
    • 0022695167 scopus 로고
    • A dynamic programming approach for product selection and supermarket shelf-space allocation
    • Zufryden F.S. A dynamic programming approach for product selection and supermarket shelf-space allocation. Journal of Operational Research Society 37 4 (1986) 413-422
    • (1986) Journal of Operational Research Society , vol.37 , Issue.4 , pp. 413-422
    • Zufryden, F.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.