Analysis of the user similarity network for distributed recommendation

WITS 2007 - Proceedings, 17th Annual Workshop on Information Technologies and Systems

Volumn , Issue , 2007, Pages 7-13

  Huang, Zan ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PRIVACY; INFORMATION TECHNOLOGY; NETWORK SECURITY; PEER TO PEER NETWORKS;

CROSS-DOMAIN; CUSTOMER DATA; NEIGHBOR DISCOVERY; ON-LINE SERVICE; PEER TO PEER; SERVER-BASED; SIMILARITY CALCULATION; SIMILARITY NETWORK;

RECOMMENDER SYSTEMS;

EID: 84900450772     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Adomavicius, G., Sankaranarayanan, R., Sen, S. and Tuzhilin, A. Incorporating contextual information in recommender systems using a multidimensional approach. ACM Transactions on Information Systems, 23 (1). 103-145, 2005. (Pubitemid 40245827)
2. Bennett, J. and Lanning, S. The Netflix Prize, Netflix, 2007.
3. Breese, J.S., Heckerman, D. and Kadie, C., Empirical analysis of predictive algorithms for collaborative filtering. in Fourteenth Conference on Uncertainty in Artificial Intelligence, (Madison, WI, 1998), Morgan Kaufmann, 43-52.
4. Canny, J., Collaborative filtering with privacy. in IEEE Symposium on Security and Privacy, (2002), 45-47.
5. Canny, J., Collaborative filtering with privacy via factor analysis. in ACM Conference on Research and Development in Information Retrieval (SIGIR 2002), (2002), 238-245.
6. Lam, S.K., Frankowski, D. and Riedl, J., Do you trust your recommendations? An exploration of security and privacy issues in recommender systems. in International Conference on Emerging Trends in Information and Communication Security (ETRICS), (Freiburg, Germany, 2006).
7. Miller, B.N., Konstan, J.A. and Riedl, J. PocketLens: Toward a personal recommender system. ACM Transactions on Information Systems, 22 (3). 437-476, 2004.
8. Sarwar, B.M., Karypis, G., Konstan, J.A. and Riedl, J.T., Item-based collaborative filtering recommendation algorithms. in Tenth International World Wide Web Conference, (2001), 285-295.
9. Schafer, J., Konstan, J. and Riedl, J. E-commerce recommendation applications. Data Mining and Knowledge Discovery, 5 (1-2). 115-153, 2001.
10. Wang, J., Pouwelse, J., Lagendijk, R.L. and Reinders, M.J.T., Distributed collaborative filtering for peer-to-peer file sharing systems. in ACM symposium on Applied computing, (2006), 1026-1030.