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Traditional recommendation systems make recommendations based solely on the customer's past purchases, product ratings and demographic data without considering the profitability the items being recommended.
Finding Groups in Data, An Introduction to Cluster Analysis
Kaufman, L., and Rousseeuw, P · 1990
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Recommending and evaluating choices in a virtual community of use
Hill, W., Stead, L., Rosenstein, M., and Furnas, G · 1995
Earlier work this paper cites.
Multivariable Calculus
Cain, G., and Herod, J · 1997
Earlier work this paper cites.
Recommender systems
Resnick, P., and Varian, H. R · 1997
Earlier work this paper cites.
Empirical analysis of predictive algorithms for collaborative filtering
J.S., B., Heckerman, D., and C, K · 1998
Earlier work this paper cites.
Recommender systems in e-commerce
Schafer, J., Konstan, J., and Riedl, J · 1999
Earlier work this paper cites.
Analysis of recommendation algorithms for e-commerce
Sarwar, B., Karypis, G., Konstan, J., and Riedl, J · 2000
Cited alongside, same era.
Value-based customer grouping from large retail data-sets
Strehl, A., and Ghosh, J · 2000
Cited alongside, same era.
Amazon.com recommendations:item-to-item collaborative filtering
Linden, G., B., S., and York, J · 2003
Cited alongside, same era.
Multivariable Calculus 5e (Fifth Edition)
Stewart, J · 2003
Cited alongside, same era.
Applications of web usuage and product taxonomy to collaborative recommendations in e-commerce
Cho, Y., and Kim, J · 2004
Cited alongside, same era.
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
Adomavicius, G., and Tuzhilin, A · 2005
Cited alongside, same era.
Lecture Notes in Data Mining
Berry, M., and Browne, M · 2006
Later among the works it cites.
How does collaborative filtering technology impact sales? empirical evidence from amazon.com. working paper
Chen, P., and Wu, S · 2007
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Developing recommender systems with the consideration of product profitability for sellers
Chen, L., Hsu, F., Chen, M., and Y., H · 2008
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Netflix prize., Dec 2008
Netflix, Inc · 2008
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Reinforcing the blockbuster nature of media: The impact of online recommender, Dec 2008
Wharton · 2008
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