Context-based global expertise in recommendation systems

Informatica (Ljubljana)

Volumn 34, Issue 4, 2010, Pages 409-417

  Carchiolo, Vincenza ^a   Longheu, Alessandro ^a   Malgeri, Michele ^a   Mangioni, Giuseppe ^a  

^a UNIVERSITY OF CATANIA   (Italy)

Author keywords

Collaborative filtering; Expertise; Recommendation systems; Social networks

Indexed keywords

COLLABORATIVE FILTERING; CONTEXT-BASED; EXPERTISE; RECOMMENDATION SYSTEMS; RECOMMENDER SYSTEMS; SOCIAL NETWORKS;

SIGNAL FILTERING AND PREDICTION;

SOCIAL NETWORKING (ONLINE);

EID: 78650216360     PISSN: 03505596     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (32)

1. Gediminas Adomavicius and Alexander Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Trans. on Knowl. and Data Eng., 17(6):734-749, 2005.
2. Reka Albert and Albert-Laszlo Barabasi. Statistical mechanics of complex networks. Reviews of Modern Physics, 74:47, 2002.
3. Marko Balabanovic and Yoav Shoham. Fab: Contentbased, collaborative recommendation. Communications of the ACM, 40:66-72, 1997.
4. Satanjeev Banerjee and Ted Pedersen. An adapted lesk algorithm for word sense disambiguation using wordnet. Computational Linguistics and Intelligent Text Processing, pages 117-171, 2002.
5. Pavel Berkhin. A survey on pagerank computing. Internet Mathematics, 2:73-120, 2005.
6. Hui Fang and ChengXiang Zhai. Probabilistic models for expert finding. In ECIR, pages 418-430, 2007.
7. Peter Fishburn. Utility Theory for Decision Making. Robert E. Krieger Publishing Co., 1970.
8. Norman Foo, Brian J. Garner, Anand Rao, and Eric Tsui. Semantic distance in conceptual graphs. Ellis Horwood, Upper Saddle River, NJ, USA, 1992.
9. Jared Freeman, Webb Stacy, Jean Macmillan, and Georgiy Levchuk. Capturing and building expertise in virtual worlds. In FAC '09: Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, pages 148-154, Berlin, Heidelberg, 2009. Springer-Verlag.
10. B.J. Garner, D. Lukose, and E. Tsui. Parsing natural language through pattern correlation and modification. In Proc. of the 7th International Workshopon Expert Systems & Their Applications, pages 1285-1299, Avignon, France, 1987.
11. T. Grandison and M. Sloman. A survey of trust in internet application. IEEE Communication Surveys and Tutorials, 4(4):2-16, 2000.
12. A. John and D. Seligmann. Collaborative tagging and expertise in the enterprise. Proc WWW 2006, 2006.
13. Henry Kautz, Bart Selman, and Mehul Shah. Referralweb: Combining social networks and collaborative filtering. Communications of the ACM, 40:63-65, 1997.
14. Jon M. Kleinberg. Authoritative sources in a hyperlinked environment. Journal of ACM, 46(5):604-632, 1999.
15. Francisco J. Martin. Top 10 lessons learned developing, deploying, and operating real-world recommender systems. In Proceedings of 3rd ACM Conference on Recommender Systems, 2009.
16. D.W. McDonald and M. S. Ackerman. Expertise Recommender: A flexible recommendation system and architecture. In Proc. Int. Conf. on CSCW, 2000.
17. Rajeev Motwani and Prabhakar Raghavan. Randomized algorithms. Cambridge University Press, New York, NY, USA, 1995.
18. M. E. J. Newman. The structure and function of complex networks. SIAM Review, 45:167, 2003.
19. John O'Donovan and Barry Smyth. Trust in recommender systems. In IUI '05: Proceedings of the 10th international conference on Intelligent user interfaces, pages 167-174, New York, NY, USA, 2005.ACM.
20. Lawrence Page, Sergey Brin, Rajeev Motwani, and Terry Winograd. The pagerank citation ranking: Bringing order to the web. Technical report, Stanford InfoLab, 1999.
21. Philip Resnik. Using information content to evaluate semantic similarity in a taxonomy. In IJCAI, pages 448-453, 1995.
22. G. Salton, A. Wong, and C. S. Yang. A vector space model for automatic indexing. Communications of ACM, 18(11):613-620, November 1975.
23. Hector Garcia-Molina Sepandar D. Kamvar, Mario T. Schlosser. The eigentrust algorithm for reputation management in P2P networks. In proceedings of the Twelfth International World Wide Web Conference, 2003., 2003.
24. Upendra Shardanand and Patti Maes. Social information filtering: Algorithms for automating "word of mouth". In Proceedings of ACM CHI'95 Conference on Human Factors in Computing Systems, volume 1, pages 210-217, 1995.
25. Shopping.com Network. Epinions.com ©http://www.epinion.com, 1999-2010.
26. Loren Terveen, Will Hill, Brian Amento, David Mc- Donald, and Josh Creter. Phoaks: a system for sharing recommendations. Communications of ACM, 40(3):59-62, 1997.
27. Loren Terveen and David W. McDonald. Social matching: A framework and research agenda. ACM Trans. Comput.-Hum. Interact., 12(3):401-434, 2005.
28. Frank E. Walter, Stefano Battiston, and Frank Schweitzer. A model of a trust-based recommendation system on a social network. Journal of autonomous agents and multi-agent systems, 16:57,2008.
29. Frank Edward Walter, Stefano Battiston, and Frank Schweitzer. Personalised and dynamic trust in social networks. In Lawrence D. Bergman, Alexander Tuzhilin, Robin D. Burke, Alexander Felfernig, and Lars Schmidt-Thieme, editors, RecSys, pages 197-204. ACM, 2009.
30. Wolfram MathWorld. http://mathworld.wolfram.com/periodicmatrix.html - http://mathworld.wolfram.com/reduciblematrix.html, 1999-2010.
31. Jing Zhang, Jie Tang, and Juanzi Li. Expert Finding in a Social Network. LNCS, 2008.
32. Jun Zhang, Mark S. Ackerman, and Lada Adamic. Expertise networks in online communities: structure and algorithms. In WWW '07: Proceedings of the 16th international conference on World Wide Web, pages 221-230, New York, NY, USA, 2007. ACM. (Pubitemid 47582252)