Social recommendation based on multi-relational analysis

Proceedings - 2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2012

Volumn 2, Issue , 2012, Pages 471-477

  Chen, Jian ^a   Chen, Guanliang ^a   Zhang, Haolan ^b   Huang, Jin ^c   Zhao, Gansen ^c  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b ZHEJIANG UNIVERSITY   (China)

^c SOUTH CHINA NORMAL UNIVERSITY   (China)

Author keywords

multi relation social network; regression analysis; social recommendation

Indexed keywords

BETTER PERFORMANCE; DATA SPARSITY; OPTIMAL NETWORKS; RECOMMENDATION ALGORITHMS; RECOMMENDATION METHODS; SOCIAL NETWORKS; SOCIAL RECOMMENDATION; USER PROBLEMS;

ALGORITHMS; INTELLIGENT AGENTS; OPTIMIZATION; REGRESSION ANALYSIS; STATISTICS;

SOCIAL NETWORKING (ONLINE);

EID: 84878468020     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI-IAT.2012.222     Document Type: Conference Paper

References (9)

1. Wikipedia: Online Social Networking, http://en.wikipedia.org/wiki/Online- social-networking
2. J Golbeck, Computing and Applying Trust in Web-based Social Networks. Maryland: University of Maryland College Park (2005)
3. Massa P. and Avesani P., Trust-aware recommender systems. Proc. ACM conference on Recommender systems, pp.17-24. USA (2007)
4. Jamali M. and Ester M., TrustWalker: A random walk model for combining trust-based and item-based recommendation. Proc: 15th ACM SIGKDD international conference on Knowledge discovery and data mining, pp 397-406. (2009)
5. Bao, H. and Wang, T. and Li, H. and Yang, D., DCMR: A Method for Combining User-Based and Trust-Based Recommendation. Proc: Computational Intelligence and Software Engineering, pp: 1-5.(2009)
6. Cai, D. and Shao, Z. and He, X. and Yan, X. and Han, J., Mining hidden community in heterogeneous social networks. Proc: 3rd international workshop on Link discovery, pp: 58-65. (2005)
7. Davis, D. and Lichtenwalter, R. and Chawla, N.V., Multi-Relational Link Prediction in Heterogeneous Information Networks. Proc: International Conference on Advances in Social Networks Analysis and Mining, pp: 281-288. (2011)
8. Massa, P. and Avesani, P., Trust-aware bootstrapping of recommender systems. Proc: ECAI 2006 Workshop on Recommender Systems, pp 29-33.Italy (2006)
9. The Economist: Primates on Facebook, http://www.economist.com/ sciencetechnology/displayStory.cfm?story-id=13176775