Anchoring effects of recommender systems

RecSys'11 - Proceedings of the 5th ACM Conference on Recommender Systems

Volumn , Issue , 2011, Pages 375-378

  Zhang, Jingjing ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

anchoring effects; behavioral decision making; experimental research; preferences; recommender systems

Indexed keywords

ANCHORING EFFECTS; CONSUMER PREFERENCES; CONTROLLED LABORATORIES; EXPERIMENTAL RESEARCH; PREFERENCES; TESTING PHASE;

RECOMMENDER SYSTEMS;

EID: 82555181710     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2043932.2044010     Document Type: Conference Paper

References (11)

1. Adomavicius, G., Bockstedt, J., Curley, S., and Zhang, J. 2011. "Do Recommender Systems Manipulate Consumer Preferences? A Study of Anchoring Effects." Working paper: University of Minnesota.
2. Adomavicius, G., Bockstedt, J., Curley, S., and Zhang, J. 2010. "Impact of Recommender Systems on Consumer Preferences: A Study of Anchoring Effects," Winter Conference on Business Intelligence. Salt Lake City, Utah.
3. Chapman, G., and Bornstein, B. 1996. "The More You Ask for, the More You Get: Anchoring in Personal Injury Verdicts," Applied Cognitive Psychology, 10, 519-540. (Pubitemid 126482940)
4. Chapman, G., and Johnson, E. 2002. "Incorporating the Irrelevant: Anchors in Judgments of Belief and Value.," in Heuristics and Biases: The Psychology of Intuitive Judgment, T. Gilovich, D. Griffin and D. Kahneman (eds.). Cambridge: Cambridge University Press, 120-138.
5. Cosley, D., Lam, S., Albert, I., Konstan, J.A., and Riedl, J. 2003. "Is Seeing Believing? How Recommender Interfaces Affect Users' Opinions," CHI 2003 Conference, Fort Lauderdale FL.
6. Goldberg, K., Roeder, T., Gupta, D., and Perkins, C. 2001. "Eigentaste: A Constant Time Collaborative Filtering Algorithm," Information Retrieval, 4, (2), 133-151. (Pubitemid 33636930)
7. Mussweiler, T., and Strack, F. 2000. "Numeric Judgments under Uncertainty: The Role of Knowledge in Anchoring,"Journal of Experimental Social Psychology, 36, 495-518.
8. Northcraft, G., and Neale, M. 1987. "Experts, Amateurs, and Real Estate: An Anchoring-and-Adjustment Perspective on Property Pricing Decisions," Organizational Behavior and Human Decision Processes, 39, 84-97.
9. Sarwar, B., Karypis, G., Konstan, J.A., and Riedl, J. 2001. "Item-Based Collaborative Filtering Recommendation Algorithms," the 10th International WWW Conference, Hong Kong, 285-295.
10. Thorsteinson, T., Breier, J., Atwell, A., Hamilton, C., and Privette, M. 2008. "Anchoring Effects on Performance Judgments," Organizational Behavior and Human Decision Processes, 107, 29-40.
11. Tversky, A., and Kahneman, D. 1974. "Judgment under Uncertainty: Heuristics and Biases," Science, 185, 1124-1131.