I will do it, but i don't like it: User reactions to preference- inconsistent recommendations

Conference on Human Factors in Computing Systems - Proceedings

Volumn , Issue , 2011, Pages 349-352

  Schwind, Christina ^a   Buder, Jürgen ^a   Hesse, Friedrich W ^a  

^a KNOWLEDGE MEDIA RESEARCH CENTER   (Germany)

Author keywords

Confirmation bias; Experimental study; Recommendations

Indexed keywords

DECISION MAKING; ELECTRONIC COMMERCE;

CONFIRMATION BIAS; DECISIONS MAKINGS; E- COMMERCES; EXPERIMENTAL STUDY; INFORMATION SEARCH; INFORMED DECISION; KEY ISSUES; ON-LINE EXPERIMENTS; OPINION FORMATION; RECOMMENDATION;

RECOMMENDER SYSTEMS;

EID: 79958112412     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1978942.1978992     Document Type: Conference Paper

References (12)

1. Cosley, D., Lam, S.K., Albert, I., Konstan, J.A., and Riedl, J. Is seeing believing? How recommender system interfaces affect users' opinions. In Proc. CHI 2003, ACM Press (2003), 585-592.
2. Doise, W., and Mugny, G. The social development of the intellect. Oxford: Pergamon Press, 1984.
3. Faridani, S., Bitton, E., Ryokai, K., and Goldberg, K. Opinion space: A scalable tool for browsing online comments. In Proc. CHI 2010, ACM Press (2010), 1175-1184.
4. Festinger, L. A theory of cognitive dissonance. Stanford University Press, 1957.
5. Johnson, D.W., Johnson, R.T., and Smith, K.A. Constructive controversy: The educative power of intellectual conflict. Change 32, 1 (2000), 28-37.
6. Jonas, E., Schulz-Hardt, S., Frey, D., and Thelen, N. Confirmation bias in sequential information search after preliminary decisions: An expansion of dissonance theoretical research on selective exposure to information. Journal of Personality and Social Psychology 80, 4 (2001), 557-571. (Pubitemid 33594514)
7. Kittur, A., Chi, E.H., and Suh, B. Crowdsourcing user studies with Mechanical Turk. In Proc. CHI 2008, ACM Press (2008), 453-456.
8. Schafer, J.B., Konstan, J., and Riedl, J. Recommender systems in e-commerce. In Proc. EC 1999, ACM Press (1999), 158-166.
9. Stanovich, K.E., and West, R.F. Reasoning independently of prior belief and individual differences in actively open-minded thinking. Journal of Educational Psychology 89, (1997), 342-357.
10. Tang, T.Y., and McCalla, G. Beyond learners' interest: Personalized paper recommendation based on their pedagogical features for an e-learning system. PRICAI: Trends in Artificial Intelligence (2004), 301-310.
11. Van Alstyne, M.W., and Brynjolfsson, E. Global village or cyber-balkans? Modeling and measuring the integration of electronic communities. Management Science 51, 6 (2005), 851-868. (Pubitemid 41013678)
12. Ziegler, C.N., McNee, S.M., Konstan, J.A., and Lausen, G. Improving recommendation lists through topic diversification. In Proc. WWW 2005, ACM Press (2005), 22-32.