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Published in:   Vol. 5 Issue 1 Date of Publication:   June 2016

AHP Based Data Mining for Customer Segmentation Based on Customer Lifetime Value

Manidatta Ray,B. K. Mangaraj

Page(s):   28-34 ISSN:   2278-2397
DOI:   10.20894/IJDMTA.102.005.001.007 Publisher:   Integrated Intelligent Research (IIR)


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  27. Stone, B.,   "Successful Direct Marketing Methods",   Lincoln-wood, NTC Business Books, IL   ,1995
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  28. Tan, P. N., Steinbach, M., & Kumar, V,   "Introduction to Data Mining",   Pearson Education   ,2005
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  29. Jiawei Han and Micheline Kamber,   "Data Mining Concepts and Techniques, published by Morgan Kauffman   ,2006
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  30. Ruth N. Bolton, Douglas Bowman, Elten Briggs, V.Kumar, A. Parasuraman, and Creed Terry,   "Marketing Actions and the Value of Customer Assets: A Framework for Customer Asset Management",   Journal of Service Research   ,2002
    View Artical

  31. Nada I. Nasr,   "Customer Lifetime Value: Marketing Models and Applications",   Journal of Interactive Marketing   ,1998
    View Artical

  32. Blattberg, Robert C. and John Deighton,   "Manage Marketing by the Customer Equity Test",   Harvard Business Review   ,1996
    View Artical

  33. Berry, M. and Linoff, G.,   "Data mining techniques:For marketing",   sales and customer relationship management. New Yo   ,2004
    View Artical

  34. Chang, H. H., & Tsay, S. F,   "Integrating of SOM and K-mean in data mining clustering: An empirical study of CRM and profitability",   Journal of Information Management   ,2004
    View Artical

  35. Coussement, K., & Van den Poel, D.,   "Churn prediction in subscription services: An application of support vector machines while comparing",   Expert Systems with Applications   ,2008
    View Artical

  36. Davies, D. L. and Bouldin D. W.,   "A cluster separation measure",   IEEE Transactions on Pattern Recognition and Machi   ,1979
    View Artical

  37. Davis-Sramek, B., Droge, C., Mentzer, J. T., & Myers, M.B,   "Creating commitment and loyalty behavior among retailers: what are the roles of service quality and    ,2009
    View Artical

  38. Greengrove, K,   "Needs-based segmentation:principles and practice",   International Journal of Market Research (IJMR)   ,2002
    View Artical

  39. Gupta, S., Hanssens, D., Hardie, B., Kahn, W. Kumar,V. and Lin, N,   "Modeling Customer Life-Time Value",   Journal of Service Research   ,2006
    View Artical

  40. Han, J. and Kamber, M.,   "Data Mining Concepts and Techniques",   2nd edition, Morgan Kaufmann   ,2006
    View Artical

  41. Ho Ha, S.,   "Applying knowledge engineering techniques to customer analysis in the service industry",   Advanced Engineering Informatics   ,2007
    View Artical

  42. Hughes, A. M,   "Strategic Database Marketing",   Chicago: Probus Publishing   ,1994
    View Artical

  43. Jain, A. K,   "Data clustering: 50 years beyond Kmeans",   Pattern Recognition Letters   ,2010
    View Artical

  44. Kim, S.-Y., Jung, T.-S., Suh, E.-H. and Hwang,H.-S,   "Customer segmentation and strategy development based on customer lifetime value: A case study",   Expert Systems with Applications   ,2006
    View Artical

  45. Kotler, P.,   "Marketing during periods of shortage   ,1974
    View Artical

  46. Lam, S. Y., Shankar, V., Erramilli, M. K. and Murthy,B,   "Customer value, satisfaction, loyalty, and switching costs: An illustration from a business-tobusine",   Journal of the Academy of Marketing Science   ,2004
    View Artical

  47. Li, D. C., Dai, W. L., and Tseng, W. T,   "A two-stage clustering method to analyze customer characteristics to build discriminative customer m",   Expert Systems with Applications   ,2011
    View Artical

  48. Liu, D. R., and Shih, Y. Y.,   "Integrating AHP and data mining for product recommendation based on customer lifetime value",   Information & Management   ,2005
    View Artical

  49. L?pez, J. J., Aguado, J. A., Mart?n, F., Mu noz, F., Rodr?guez, A., and Ruiz, J. E,   "Hopfield?K -Means clustering algorithm: A proposal for the segmentation of electricity customers",   Electric Power Systems Research   ,2011
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  50. MacQueen, J,   "Some methods for classification and analysis of multivariate observations.In Proceedings of the Fift",   Statistics .Edited by Lucien M.Le Cam and Jerzy Ne   ,1967
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  51. Marcus, C.,   "A practical yet meaningful approach to customer segmentation",   Journal of Consumer Marketing   ,1998
    View Artical

  52. Ngai, E. W. T., Xiu, L., & Chau, D. C. K,   "Application of data mining techniques in customer relationship management: A literature review and c",   Expert Systems with Applications   ,2009
    View Artical

  53. Saaty, T.L,   "Decision-making with the AHP:Why is the principal eigenvector necessary?",   European Journal of Operational Research   ,2003
    View Artical

  54. Seyed Hosseini, S. M., Maleki, A., & Gholamian, M.R,   "Cluster analysis using data mining approach to develop CRM methodology to assess the customer loyalt",   Expert Systems with Applications   ,2010
    View Artical

  55. Stone, B,   "Successful Direct Marketing Methods",   Lincoln-wood, NTC Business Books, IL   ,1995
    View Artical

  56. Tan, P. N., Steinbach, M., & Kumar, V,   "Introduction to Data Mining",   Pearson Education.   ,2005
    View Artical

  57. Jiawei Han and Micheline Kamber,   "Data Mining Concepts and Techniques",   published by Morgan Kauffman, 2nd Ed.   ,2006
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  58. Dr. Gary Parker,   "Data Mining: Modules in emerging fields   ,2004
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