Collaborative filtering for social tagging systems: An experiment with CiteULike

RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems

Volumn , Issue , 2009, Pages 237-240

  Parra, Denis ^a   Brusilovsky, Peter ^a  

^a UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

Collaborative filtering; Recommender systems; Tagging

Indexed keywords

COLLABORATIVE FILTERING; COLLABORATIVE FILTERING ALGORITHMS; COLLABORATIVE TAGGING; PEARSON CORRELATION; RECOMMENDER SYSTEMS; RESEARCH GROUPS; SPECIFIC NATURE; TAGGING SYSTEMS; WORKING WELL;

FLUORINE CONTAINING POLYMERS; RESEARCH; THESAURI;

SIGNAL FILTERING AND PREDICTION;

EID: 72249092072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1639714.1639757     Document Type: Conference Paper

References (8)

1. Pazzani, M. and Billsus, D. 2007 Content-Based Recommendation Systems. The Adaptive Web. (May 2007), 325-341.
2. Schafer, J., Frankowski, D., Herlocker, J. and Sen, S. 2007 Collaborative Filtering Recommender Systems. The Adaptive Web. (May 2007), 291-324.
3. Massa, P. and Avesani, P. 2004 Trust-Aware Collaborative Filtering for Recommender Systems. In Proceedings of OTM Confederated International Conferences, CoopIS, DOA, and ODBASE (Agia Napa, Cyprus, Oct. 25-29, 2004). 492-508.
4. Tso-Sutter, K. H., Marinho, L. B., and Schmidt-Thieme, L. 2008. Tag-aware recommender systems by fusion of collaborative filtering algorithms. In Proceedings of ACM Symposium on Applied Computing (Fortaleza, Brazil, March 16 - 20, 2008). SAC '08. ACM, New York, NY, 1995-1999.
5. de Gemmis, M., Lops, P., Semeraro, G., and Basile, P. 2008. Integrating tags in a semantic content-based recommender. In Proceedings of the 2008 ACM Conference on Recommender Systems (Lausanne, Switzerland, October 23 - 25, 2008). RecSys '08. ACM, New York, NY, 163-170.
6. Bogers, T. and van den Bosch, A. 2008. Recommending scientific articles using citeulike. In Proceedings of the 2008 ACM Conference on Recommender Systems (Lausanne, Switzerland, October 23 - 25, 2008). RecSys '08. ACM, New York, NY, 287-290.
7. Manning, C., Raghavan, P. and Schutze, H. 2008 Introduction to Information Retrieval. Cambridge University Press.
8. McNee, S. M., Kapoor, N., and Konstan, J. A. 2006. Don't look stupid: avoiding pitfalls when recommending research papers. In Proceedings of the 20th Anniversary Conference on Computer Supported Cooperative Work (Banff, Alberta, Canada, November 04 - 08, 2006). CSCW '06. ACM, New York, NY, 171-180.