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IBM Journal of Research and Development
Business Optimization   Volume 51, Number 3/4, 2007
Table of contents: HTMLPDF This article: HTMLPDF   Copyright info

Optimizing marketing planning and budgeting using Markov decision processes: An airline case study - References

 by A. Labbi
and C. Berrospi
References

  1. J. Nail, Where Is Marketing Measurement Headed?, Forrester Research, Inc., Cambridge, MA, January 2005; see http://www.forrester.com/Research/Document/Excerpt/0,7211,33836,00.html.
  2. R. Srivastava and D. J. Reibstein, “Metrics for Linking Marketing to Financial Performance,” Marketing Science Institute Special Report, Marketing Science Institute, Cambridge, MA, 2005, pp. 85–109.
  3. E. W. Anderson, C. Fornell, and D. R. Lehmann, “Customer Satisfaction, Market Share and Profitability: Findings from Sweden,” J. Marketing 58, No. 3, 53–66 (1994).
  4. E. W. Anderson, C. Fornell, and R. T. Rust, “Customer Satisfaction, Productivity, and Profitability: Differences Between Goods and Services,” Marketing Sci. 16, No. 2, 129–145 (1997).
  5. R. N. Bolton, “A Dynamic Model of the Duration of the Customer's Relationship with a Continuous Service Provider: The Role of Satisfaction,” Marketing Sci. 17, No. 1, 45–65 (1998).
  6. R. T. Rust, A. J. Zahorik, and T. L. Keiningham, “Return on Quality (ROQ): Making Service Quality Financially Accountable,” J. Marketing 59, 58–70 (1995).
  7. R. T. Rust, V. Zeithaml, and K. Lemon, Driving Customer Equity: How Customer Lifetime Value Is Reshaping Corporate Strategy, Free Press, New York, 2000.
  8. V. Mittal, E. W. Anderson, A. Sayrak, and P. Tadikamalla, “Dual Emphasis and the Long-Term Financial Impact of Customer Satisfaction,” Marketing Sci. 24, No. 4, 544–555 (2005).
  9. S. M. Shugan, “Brand Loyalty Programs: Are They Shams?”, Marketing Sci. 24, No. 2, 185–381 (2005).
  10. G. L. Lilien and A. Rangaswamy, Marketing Engineering, Prentice Hall, Upper Saddle River, NJ, 2003.
  11. S. Gupta, D. R. Lehmann, and J. A. Stuart, “Valuing Customers,” Paper No. 03-08, HBS Marketing Research, Boston, MA, 2003.
  12. R. T. Rust, K. Lemon, and V. Zeithaml, “Return on Marketing: Using Customer Equity to Focus Marketing Strategy,” J. Marketing 68, 109–127 (2004).
  13. R. T. Rust and P. C. Verhoef, “Optimizing the Marketing Interventions Mix in Intermediate-Term CRM,” Marketing Sci. 24, No. 3, 477–489 (2005).
  14. G. Tirenni, Allocation of Marketing Resources to Optimize Customer Equity, Ph.D. Thesis, University of St. Gallen, Switzerland, 2005.
  15. S. Rosset, E. Neumann, U. Eick, N. Vatnik, and S. Idan, “Lifetime Value Models for Decision Support,” Data Mining & Knowledge Discovery J. 7, No. 3, 321–339 (2003).
  16. J. H. Drew, D. R. Mani, A. L. Betz, and P. Datta, “Targeting Customers with Statistical and Data-Mining Techniques,” J. Service Res. 3, No. 3, 205–219 (2001).
  17. K. Gelbrich and R. Nakhaeizadeh, “Value Miner: A Data Mining Environment for the Calculation of the Customer Lifetime Value with Application to the Automotive Industry,” Proceedings of the Eleventh European Conference on Machine Learning, Springer-Verlag, New York, 2000, pp. 154–161.
  18. E. Pednault, N. Abe, B. Zadrozny, H. Wang, W. Fan, and C. Apte, “Sequential Cost-Sensitive Decision Making with Reinforcement Learning,” Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, Alberta, Canada, 2002, pp. 259–268.
  19. G. Tirenni, A. Labbi, A. Elisseeff, and C. Berrospi, “Efficient Allocation of Marketing Resources Using Dynamic Programming,” Proceedings of the Fifth SIAM International Conference on Data Mining, Newport Beach, CA, 2005, pp. 581–585.
  20. D. Jain and S. S. Singh, “Customer Lifetime Value Research in Marketing: A Review and Future Directions,” J. Interactive Marketing 16, No. 2, 34–46 (2002).
  21. R. C. Blattberg, G. Getz, and J. S. Thomas, Customer Equity: Building and Managing Relationships as Valuable Assets, Harvard Business School Press, Boston, MA, 2001.
  22. P. D. Berger and N. I. Nasr, “Customer Lifetime Value: Marketing Models and Applications,” J. Interactive Marketing 12, No. 1, 17–30 (1998).
  23. G. R. Bitran and S. V. Mondschein, “Mailing Decisions in the Catalog Sales Industry,” Manage. Sci. 42, No. 9, 1364–1381 (1996).
  24. F. Gönül and M. Z. Shi, “Optimal Mailing of Catalogs: A New Methodology Using Estimable Structural Dynamic Programming Models,” Manage. Sci., 44, No. 9, 1249–1262 (1998).
  25. P. Pfeifer and R. Carraway, “Modeling Customer Relationships as Markov Chains,” J. Interactive Marketing 14, No. 2, 43–55 (2000).
  26. W. K. Ching, M. K. Ng, K. K. Wong, and E. Altman, “Customer Lifetime Value: Stochastic Optimization Approach,” J. Oper. Res. Soc. 55, 860–868 (2004).
  27. S. Gupta and D. R. Lehmann, “Customers as Assets,” J. Interactive Marketing 17, No. 1, 9–24 (2003).
  28. P. Doyle, “Value-Based Marketing,” J. Strategic Marketing 8, No. 4, 299–311 (2000).
  29. R. K. Srivastava, T. A. Shervani, and L. Fahey, “Market-Based Assets and Shareholder Value: A Framework for Analysis,” J. Marketing 62, No. 1, 2–18 (1998).
  30. D. G. Luenberger, Investment Science, Oxford University Press, New York, 1997.
  31. R. Brealey and S. Myers, Principles of Corporate Finance, McGraw-Hill, New York, 1996.
  32. L. Breiman, J. Friedman, C. J. Stone, and R. A. Olshen, Classification and Regression Trees, Wadsworth International Group, Belmont, CA, 1984.
  33. T. Kohonen, Self-Organizing Maps, Springer, New York, 2006.
  34. T. Hastie, R. Tibshirani, and J. H. Friedman, The Elements of Statistical Learning, Springer-Verlag, New York, 2003.
  35. T. Mitchell, Machine Learning, McGraw-Hill, New York, 1997.


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