Developing trust networks based on user tagging information for recommendation making

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

Volumn 6488 LNCS, Issue , 2010, Pages 357-364

  Bhuiyan, Touhid ^a   Xu, Yue ^a   Jøsang, Audun ^b   Liang, Huizhi ^a   Cox, Clive ^c  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

^b UNIVERSITY OF OSLO   (Norway)

^c Rummblecom   (United Kingdom)

Author keywords

Interest Similarity; Recommender Systems; Social Networks and Tag; Trust Networks

Indexed keywords

BACKGROUND INFORMATION; COLD START; COLLABORATIVE FILTERING; INFORMATION OVERLOADS; INTEREST SIMILARITY; RECOMMENDER SYSTEMS; SOCIAL NETWORKS; TRUST NETWORKS; TRUST PROPAGATION; USER'S INTEREST;

INFORMATION SYSTEMS; RATING; SIGNAL FILTERING AND PREDICTION; SOCIAL NETWORKING (ONLINE); SYSTEMS ENGINEERING; WORLD WIDE WEB;

STARTING;

EID: 78751475232     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17616-6_32     Document Type: Conference Paper

References (18)

1. Park, S. T., Pennock, D., Good, N., Decoste, D.: Naïve Filterbots for Robust Cold-start Recommendations. In: Proceedings of the 12th International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA (2006)
2. Massa, P., Avesani, P.: Trust-aware Recommender Systems. In: ACM Recommender Systems Conference, Minneapolis, MN, USA (2007)
3. Ziegler, C. N., Golbeck, J.: Investigating interactions of trust and interest similarity. Decision Support Systems 43(2), 460-475 (2007)
4. Bhuiyan, T.: A Survey on the Relationship between Trust and Interest Similarity in Online Social Networks. To appear in the Journal of Emerging Technologies in Web Intelligence 3(2010)
5. Golbeck, J.: Computing and Applying Trust in Web-based Social Networks. PhD thesis, University of Maryland College Park (2005)
6. Adomavicius, G., Tuzhilin, A.: Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extentions. IEEE Transactions on Knowledge and Data Engineering 17(6), 734-749 (2005)
7. Sarwar, B. M., Karypis, G., Konstan, J. A., Reidl, J.: Analysis of Recommendation algorithms for e-commerce. In: The Second ACM Conference on Electronic Commerce, Minneapolis, Minnesota, USA, pp. 158-167 (2000)
8. Fu, B.: Trust Management in Online Social Networks. MSc Dissertation, Trinity College, University of Dublin, Ireland (2007)
9. Tso-Sutter, K. H. L., Marinho, L. B., Schmidt-Thieme, L.: Tag-awer Recommender Systems by Fusion of Collaborative Filtering Algorithms. In: Proceedings of the ACM Symposium on Applied Computing, USA, pp. 1995-1999 (2008)
10. Liang, H., Xu, Y., Li, Y., Nayak, R., Weng, L. T.: Personalized Recommender Systems Integrating Social Tags and Item Taxonomy. In: Proceedings of the Joint Conference on Web Intelligence and Intelligent Agent Technology, Italy, pp. 540-547 (2009)
11. Liang, H., Xu, Y., Li, Y., Nayak, R.: Collaborative Filtering Recommender Systems based on Popular Tags. In: Proceedings of the 14th Australasian Document Computing Symposium, Sydney (2009)
12. Heymann, P., Ramage, D., Garcia-Molina, H.: Social Tag Prediction. In: Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Informational Retrieval, USA, pp. 531-538 (2008)
13. Gemmis, M. D., Lops, P., Semeraro, G., Basile, P.: Integrating Tags in a Semantic Contentbased Recommender. In: Proceedings of ACM Conference on Recommender Systems 2008, pp. 163-170 (2008)
14. Sen, S., Vig, J., Riedl, J.: Tagomenders: Connecting Users to Items through Tags. In: Proceedings of WWW 2009, pp. 671-680 (2009)
15. Cleverdon, C. W., Mills, J., Keen, M.: Factors Determining the Performance of Indexing Systems. ASLIB Cranfield Project, Cranfield (1966)
16. Herlocker, J. L., Konstan, J. A., Terveen, L. G., Riedl, J. T.: Evaluating Collaborative Filtering Recommender Systems. ACM Transactions on Information Systems 22, 5-53 (2004)
17. Jøsang, A., Hayward, R., Pope, S.: Trust Network Analysis with Subjective Logic. In: Proceedings of the 29th Australasian Computer Science Conference, CRPIT, Hobart, Australia, vol. 48(2006)
18. Jøsang, A., Bhuiyan, T.: Optimal Trust Network Analysis with Subjective Logic. In: The Second International Conference on Emerging Security Information, Systems and Technologies, Cap Esterel, France (2008)