The influence of knowledgeable explanations on users' perception of a recommender system

RecSys'12 - Proceedings of the 6th ACM Conference on Recommender Systems

Volumn , Issue , 2012, Pages 269-272

  Zanker, Markus ^a  

^a UNIVERSITY OF KLAGENFURT   (Austria)

Author keywords

Explanations; Knowledge based recommendation

Indexed keywords

BEST MATCH; EXPLANATIONS; KNOWLEDGE-BASED RECOMMENDATION; ONLINE CUSTOMERS; ONLINE EXPERIMENT; USERS' PERCEPTION;

KNOWLEDGE BASED SYSTEMS; ONLINE SYSTEMS;

RECOMMENDER SYSTEMS;

EID: 84867340526     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2365952.2366011     Document Type: Conference Paper

References (16)

1. J. Brooke. Usability Evaluation in Industry, chapter SUS: a quick and dirty usability scale, pages 189-194. Taylor & Francis, 1996.
2. F. D. Davis. Perceived usefulness, perceive ease of use, and user acceptance of information technology. MIS Quarterly, 13(3):319-340, 1989.
3. G. Friedrich and M. Zanker. A taxonomy for generating explanations in recommender systems. AI Magazine, 32(3):90-98, 2011.
4. S. Grabner-Kr̈auter and E. A. Kaluscha. Empirical research in on-line trust: a review and critical assessment. Intl. Jrnl of Hum.-Comp. Studies, 58(6):783-812, 2003.
5. J. L. Herlocker, J. A. Konstan, and J. Riedl. Explaining collaborative filtering recommendations. In ACM CSCW'00, pages 241-250, Philadelphia, Pennsylvania, USA, 2000. ACM. (Pubitemid 32400055)
6. D. Jannach, M. Zanker, A. Felfernig, and G. Friedrich. Recommender Systems - An Introduction. Cambridge University Press (CUP), 2010.
7. D. Jannach, M. Zanker, and M. Fuchs. Constraint-based recommendation in tourism: A multi-perspective case study. Information Technology & Tourism, 11(2):139-156, 2009.
8. P. Pu, L. Chen, and R. Hu. A user-centric evaluation framework for recommender systems. In ACM RecSys'11, pages 157-164, 2011.
9. P. Pu and L. Chen. Trust-inspiring explanation interfaces for recommender systems. Knowl. Based Syst., 20(6):542-556, 2007. (Pubitemid 47068958)
10. F. Ricci, L. Rokach, B. Shapira, and P. B. Kantor, editors. Recommender Systems Handbook. Springer, 2011.
11. N. Tintarev. Explanations of recommendations. In ACM RecSys'07, pages 203-206, Minneapolis, MN, USA, 2007. ACM. (Pubitemid 351528441)
12. N. Tintarev and J. Masthoff. Designing and evaluating explanations for recommender systems. In Ricci et al.[10], pages 479-510.
13. V. Venkatesh,, M. G. Morris, G. B. Davis, and F. D. Davis. Perceived usefulness, perceive ease of use, and user acceptance of information technology. MIS Quarterly, 27(3):425-478, 2003.
14. K.-H. Yoo, U. Gretzel, and M. Zanker. Persuasive Recommender Systems: Conceptual Background and Implications. Springer, 2012.
15. M. Zanker and D. Ninaus. Knowledgeable explanations for recommender systems. In Int. Conf. on Web Intelligence, pages 657-660, 2010.
16. A. Zins and U. Bauernfeind. The perception of exploratory browsing and trust with recommender websites. Information Technology & Tourism, 8(2):121-136, 2006.