User-centric evaluation framework for multimedia recommender systems

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Volumn 40 LNICST, Issue , 2010, Pages 366-369

  Knijnenburg, Bart ^a   Meesters, Lydia ^a   Marrow, Paul ^b   Bouwhuis, Don ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b MARTLESHAM HEATH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EVALUATION FRAMEWORK; FIELD TRIAL; GENERIC FRAMEWORKS; MEDIA SYSTEMS; MULTIMEDIA RECOMMENDER; OBJECTIVE MEASURE; PREDICTIVE ACCURACY; USAGE CONTEXT; USER CHARACTERISTICS; USER EXPERIENCE; USER-CENTRIC;

RECOMMENDER SYSTEMS;

EID: 84870533898     PISSN: 18678211     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-12630-7_47     Document Type: Conference Paper

References (10)

1. Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User Acceptance of Computer Technology: A Comparison of two theoretical models. Management Science 35(8), 982-1003 (1989)
2. Hassenzahl, M.: User Experience (UX): Towards an experiential perspective on product quality. In: IHM 2008, Metz, France, September 2-5, pp. 11-15 (2008)
3. Herlocker, J.L., Konstan, J.A., Terveen, L.G., Riedl, J.T.: Evaluating collaborative filtering recommender systems. ACM Transactions on Information Systems 22(1), 5-53 (2004)
4. Knijnenburg, B.P., Willemsen, M.C.: Understanding the Effect of Adaptive Preference Elicitation Methods on User Satisfaction of a Recommender System. In: ACM Conference on Recommender Systems 2009, New York (2009)
5. McNee, S.M., Riedl, J., Konstan, J.A.: Making recommendations better: An analytic model for human-recommender interaction. In: CHI 2006, Montreal Canada (2006)
6. McNee, S.M., Riedl, J., Konstan, J.A.: Accurate is not Always Good: How Accuracy Metrics have hurt Recommender Systems. In: CHI 2006, Montreal, Canada (2006)
7. Meesters, L., Marrow, P., Knijnenburg, B., Bouwhuis, D., Glancy, M.: Deliverable 1.5 End-user recommendation evaluation metrics. FP7 MyMedia project, http://www.mymediaproject.org
8. Spiekermann, S.: Online Information Search with Electronic Agents: Drivers, Impediments, and Privacy Issues. PhD Thesis, Humboldt University, Berlin (2001)
9. Xiao, B., Benbasat, I.: E-Commerce Product Recommendation Agents: Use, Characteristics, and Impact. MIS Quarterly 31(1), 137-209 (2007) (Pubitemid 46382521)
10. Zins, A., Bauernfeind, U.: Explaining Online Purchase Planning Experiences with Recommender Websites. In: Information and Communication Technologies in Tourism 2005, Innsbruck, Austria, pp. 137-148 (2005)