A social network based approach to personalized recommendation of participatory media content

ICWSM 2008 - Proceedings of the 2nd International Conference on Weblogs and Social Media

Volumn , Issue , 2008, Pages 109-117

  Seth, Aaditeshwar ^a   Zhang, Jie ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN; MEDIA CONTENT; MEDIA RESEARCH; NETWORK-BASED APPROACH; PERSONALIZED RECOMMENDATION; PERSONALIZED RECOMMENDER SYSTEMS; RAPID GROWTH;

INTERNET; RECOMMENDER SYSTEMS;

SOCIAL NETWORKING (ONLINE);

EID: 84886367367     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (30)

1. Adamic, L., and Adar, E. 2005. How to search a social network. Social Networks 27(3).
2. Adomavicius, G., and Tuzhilin, A. 2005. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. Knowledge and Data Engineering 17(6).
3. Angermann, M.; Robertson, P.; and Strang, T. 2005. Issues and requirements for bayesian approaches in context aware systems. LNCS.
4. Bryant, J., and Zillman, D. 2002. Media Effects: Advances in Theory and Research. Lawrence Erlbaum Associates.
5. Das, A.; Datar, M.; Garg, A.; and Rajaram, S. 2007. Google news personalization: Scalable online collaborative filtering. WWW.
6. Davis, J., and Goadrich, M. 2006. The relationship between precision-recall and roc curves. ICML.
7. Dongen, S. 2000. Mcl: A cluster algorithm for graphs. Technical Report PhD Thesis.
8. Fortunato, S.; Flammini, A.; Menczer, F.; and Vespignani, A. 2006. Topical interests and the mitigation of search engine bias. PNAS 103(34).
9. Granovetter, M. 1973. The strength of weak ties. American Journal of Sociology 78(6).
10. Hindeman, M.; Tsioutsiouliklis, K.; and Johnson, J. 2003. Googlearchy: How a few heavily linked sites dominate politics on the web. Midwest Political Science Association.
11. Jackson, S. 1992. Message Effects Research: Principles of Design and Analysis. Guilford Press.
12. Kale, A.; Karandikar, A.; Kolari, P.; Java, A.; Joshi, A.; and Finin, T. 2007. Modeling trust and influence in the blogosphere using link polarity. ICWSM.
13. Kleinberg, J. 2006. Complex networks and decentralized search algorithms. ICM.
14. Langville, A., and Meyer, C. 2004. A survey of eigenvector methods for web information retrieval. SIAM Review 47(1).
15. Maglaughlin, K., and Sonnenwald, D. 2002. User perspectives on relevance criteria: A comparison among relevant, partially relevant, and not-relevant judgements. Information Science and Technology 53(5).
16. Melville, P.; Mooney, R.; and Nagarajan, R. 2002. Content-boosted collaborative filtering for improved recommendations. AAAI.
17. Milo, R.; Shen-Orr, S.; Itzkovitz, S.; Kashtan, N.; Chklovskii, D.; and Alon, U. 2002. Network motifs: Simple building blocks of complex networks. Science 298.
18. Newman, M. E. J. 2003. The structure and function of complex networks. SIAM Review 45(2).
19. Rieh, S. 2002. Judgement of information quality and cognitive authority on the web. Information Science and Technology 53(2).
20. Russel, S., and Norvig, P. 2003. Artificial Intelligence: A Modern Approach. Pearson Education.
21. Seth, A. 2007a. An infrastructure for participatory media. Technical Report CS-2007-47.
22. Seth, A. 2007b. An infrastructure for participatory media. AAAI-WS Recommender Systems.
23. Singhal, A. 2001. Modern information retrieval: A brief overview. IEEE Data Engg. Bulletin 24(4).
24. Song, X.; Tseng, B.; Lin, C.; and Sun, M. 2006. Personalized recommendation driven by information flow. SIGIR.
25. Tantipathananandh, C.; Berger-Wolf, T.; and Kempe, D. 2007. A framework for community identification in dynamic social networks. SIGKDD.
26. Valente, T. 1995. Network Models of the Diffusion of Innovations. Hampton Press.
27. WorldBank, T. 2002. The Right to Tell: The Role of Mass Media in Economic Development. The World Bank.
28. Yang, J.; Wang, J.; Clements, M.; Pouwelse, J.; de Vries, A. P.; and Reinders, M. 2007. An epidemic-based p2p recommender system. SIGIR-WS Large Scale Distributed Systems.
29. Yu, B., and Singh, M. 2003. Searching social networks. AAMAS.
30. Zhu, X., and Gauch, S. 2000. Incorporating quality metrics in centralized/distributed information retrieval on the world wide web. SIGIR.