Adaptive active learning in recommender systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6787 LNCS, Issue , 2011, Pages 414-417

  Elahi, Mehdi ^a  

^a FREE UNIVERSITY OF BOZEN BOLZANO   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; COLLABORATIVE FILTERING; PREDICTIVE MODELS; PRO-ACTIVE APPROACH; USER INTERESTS;

MATHEMATICAL MODELS; RECOMMENDER SYSTEMS;

SEARCH ENGINES;

EID: 79960287505     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-22362-4_40     Document Type: Conference Paper

References (7)

1. Rubens, N., Kaplan, D., Sugiyama, M.: Active learning in recommender systems. In: Ricci, F., Rokach, L., Shapira, B. (eds.) Recommender Systems Handbook. Springer, Heidelberg (2011)
2. Settles, B.: Active Learning Literature Survey, Computer Sciences Technical Report, University of Wisconsin-Madison, Updated on: January 26 (2010)
3. Rashid, A.M., Albert, I., Cosley, D., Lam, S.K., McNee, S.M., Konstan, J.A., Riedl, J.: Getting to Know You: Learning New User Preferences in Recommender Systems. In: IUI 2002, San Francisco, California, USA, January 13-16 (2002)
4. Adomavicius, G., Tuzhilin, A.: Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions. IEEE Computer Society, Los Alamitos (2005)
5. Carenini, G., Smith, J., Poole, D.: Towards more Conversational and Collaborative Recommender Systems. In: IUI 2003, Miami, Florida, USA, January 12-15 (2003)
6. Manning, C.: Introduction to Information Retrieval. Cambridge University Press, Cambridge
7. Su, X., Khoshgoftaar, T.M.: A Survey of Collaborative Filtering Techniques. In: Advances in Artificial Intelligence. Hindawi Publishing Corporation (2009)