Data mining framework based on rough set theory to improve location selection decisions: A case study of a restaurant chain

作者: Li-Fei Chen , Chih-Tsung Tsai

DOI: 10.1016/J.TOURMAN.2015.10.001

关键词:

摘要: Abstract Location selection plays a crucial role in the retail and service industries. A comprehensive location model appropriate analytical technique can improve quality of decisions, attracting more customers substantially impacting market share profitability. This study developed data mining framework based on rough set theory (RST) to support decisions. The proposed consists four stages: (1) problem definition collection; (2) RST analysis; (3) rule validation; (4) knowledge extraction usage. An empirical focused restaurant chain demonstrate validity approach. Twenty variables relevant five aspects were examined, results indicated that latent be identified

参考文章(47)
William J. Reilly, Methods for the study of retail relationships University of Texas. ,(1929)
John C. Melaniphy, Restaurant and Fast Food Site Selection ,(1992)
William John Reilly, The law of retail gravitation William J. Reilly. ,(1931)
Francesca Abastante, Marta Bottero, Salvatore Greco, Isabella Lami, Addressing the Location of Undesirable Facilities through the Dominance-based Rough Set Approach Journal of Multi-Criteria Decision Analysis. ,vol. 21, pp. 3- 23 ,(2014) , 10.1002/MCDA.1510
Aboul Ella Hassanien, Jafar MH Ali, None, Rough Set Approach for Generation of Classification Rules of Breast Cancer Data Informatica (lithuanian Academy of Sciences). ,vol. 15, pp. 23- 38 ,(2004) , 10.15388/INFORMATICA.2004.043
Salvatore Greco, Benedetto Matarazzo, Roman Slowinski, Rough approximation of a preference relation by dominance relations European Journal of Operational Research. ,vol. 117, pp. 63- 83 ,(1999) , 10.1016/S0377-2217(98)00127-1
Reginald A Litz, Gulasekaran Rajaguru, None, Does Small Store Location Matter? A Test of Three Classic Theories of Retail Location Journal of small business and entrepreneurship. ,vol. 21, pp. 477- 492 ,(2008) , 10.1080/08276331.2008.10593436
Christoph Teller, Thomas Reutterer, The Evolving Concept of Retail Attractiveness: what makes retail agglomerations attractive when customers shop at them? Journal of Retailing and Consumer Services. ,vol. 15, pp. 127- 143 ,(2008) , 10.1016/J.JRETCONSER.2007.03.003
Tony Hernández, David Bennison, The art and science of retail location decisions International Journal of Retail & Distribution Management. ,vol. 28, pp. 357- 367 ,(2000) , 10.1108/09590550010337391
Fariborz Y. Partovi, An analytical model of process choice in the chemical industry International Journal of Production Economics. ,vol. 105, pp. 213- 227 ,(2007) , 10.1016/J.IJPE.2006.03.006