Movie recommender system for profit maximization - Concepedia

Concepedia

Abstract

Traditional recommender systems minimize prediction error with respect to users' choices. Recent studies have shown that recommender systems have a positive effect on the provider's revenue.

References

	Year	Citations
The Framing of Decisions and the Psychology of Choice Amos Tversky, Daniel Kahneman Science Behavioral Decision MakingChoice TheoryRevealed PreferenceIndividual Decision MakingRational Choice	1981	17K
Matrix Factorization Techniques for Recommender Systems Yehuda Koren, Robert Bell, Chris Volinsky Computer EngineeringMachine LearningMatrix Factorization ModelsInformation RetrievalData Science	2009	11.4K
Attitudinal effects of mere exposure. Robert B. Zajonc Journal of Personality and Social Psychology Occupational Health SciencesHuman ExposureSocial SciencesPublic HealthExperimental Psychology	1968	6.5K
Amazon.com recommendations: item-to-item collaborative filtering Greg Linden, Brent Smith, Jeremy York IEEE Internet Computing EngineeringText MiningInformation RetrievalData ScienceData Mining	2003	5.3K
Recommender systems in e-commerce J. Ben Schafer, Joseph A. Konstan, John Riedl	1999	1.7K
A Probabilistic Choice Model for Market Segmentation and Elasticity Structure Wagner A. Kamakura, Gary J. Russell Journal of Marketing Research Consumer ResearchRevealed PreferenceMarket DesignChoice ModelManagement	1989	1.2K
Supervised random walks Lars Bäckström, Jure Leskovec EngineeringInteraction NetworkNetwork AnalysisLink Prediction ProblemLink Prediction	2011	998
Variety Seeking Behavior: An Interdisciplinary Review Leigh McAlister, Edgar A. Pessemier Journal of Consumer Research Behavioral Decision MakingSocial PsychologyIndividual DifferencesConsumer ResearchSocial Categorization	1982	993
The Value of Purchase History Data in Target Marketing Peter E. Rossi, Robert E. McCulloch, Greg M. Allenby Marketing Science Marketing AnalyticsConsumer ResearchBuying BehaviorCausal InferenceChoice Model	1996	788
Heterogeneity and State Dependence James J. Heckman RePEc: Research Papers in Economics EconomicsState DependencePath DependenceBusinessEconomic Analysis	1981	696

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