Trust as a key to improving recommendation systems

Lecture Notes in Computer Science

Volumn 3477, Issue , 2005, Pages 210-223

  Pitsilis, Georgios ^a   Marshall, Lindsay ^a  

^a NEWCASTLE UNIVERSITY   (United Kingdom)

Author keywords

Recommendation Systems; Subjective Logic; Trust Modeling

Indexed keywords

DECENTRALIZED CONTROL; MATHEMATICAL MODELS; PROBLEM SOLVING;

RECOMMENDATION SYSTEMS; SPARSITY; SUBJECTIVE LOGIC; TRUST MODELING;

COMPUTER SCIENCE;

EID: 24944569409     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11429760_15     Document Type: Conference Paper

References (21)

1. W., "Why isn't Trust Transitive?", In Proc. of the Security Protocols Workshop, p171
2. P.Resnick - H.R.Varian, "Recommender Systems", Communications of the ACM, 40(3): 56-58, 1997
3. http://www.epinions.com
4. http://www.amazon.com
5. http://www.ebay.com
6. P.Resnick - N.Iacovou - M.Suchak - P.Bergstrom - J.Riedl, "Grouplens. An Open Architecture for Collaborative filtering of Netnews, from Proceedings of ACM 1994, Conf. On Computer Supported Cooperative Work.
7. th Conference on Uncertainty in Artificial Intelligence pp 43-52.
8. D. Maltz and K.Ehrlish. "Pointing the Way: Active Collabortive filtering". In Proc. Of CHI-95
9. S.Marsh, "Formalizing Trust as Computational concept", PhD Thesis, University of Stirling, Scotland 1994.
10. R.Yahalom, B.Klein, T.Beth, "Trust relationships in secure systems - A Distributed authentication perspective", In Proc. of the 1993 IEEE Symposium on Research in Security and Privacy, p 152. pages 202-209,Denver, Colorado 1995.
11. Cristianson B.,Harbisonp176, 1996
12. A.Jøsang - E.Gray - M.Kinateder, "Analyzing topologies of Transitive Trust", In proceedings of the Workshop of Formal Aspects of Security and Trust, (FAST 2003), Piza September 2003.
13. G.Shafer, "A Mathematical Theory of Evidence", Princeton University Press. 1976
14. A.Jøsang, "A Logic for Uncertain probabilities", International Journal of Uncertainty, fuzziness and Knowledge based systems, Vol.9,No.3, June 2001.
15. A.Jøsang, "An Algebra for Assessing Trust in Certification Chains", In proceedings of NDSS'99, Network and Distributed Systems Security Symposioum, The Internet Society, San Diego 1999.
16. G.Pitsilis. - L.Marshall., "A model of Trust Derivation from Evidence for User in recommendation Systems", CS-TR-874, Technical Report Series, School of Computing Science, University of Newcastle, November 2004.
17. Aggarwal, C.C. Wolf, J.L., Wu K. and Yu, P.S. (1999). "Horting Hatches an Egg: A New Graph-theoretic Approach to Collaborative Filtering". In Proceedings of the ACM KDD'99 Conference. San Diego, CA, pp.201-212
18. P.Massa - P.Avesani, "Trust-aware Collaborative Filtering for recommender Systems", CoopIS/DOA/ODBASE (1) 2004: 492-508
19. Rahman.A - Heiles.S, "Supporting trust in Virtual Communities", Proceedings of International conference on System Sciences, Jan 4-7 2000, Hawaii
20. Bradley N. Miller, Istvan Albert, Shyong K. Lam, Joseph A. Konstan, John Riedl. (2003). "MovieLens Unplugged: Experiences with an Occasionally Connected Recommender System". InProceedings of ACM 2003 International Conference on Intelligent User Interfaces (IUF'03) (Accepted Poster), January 2003.
21. Sarwar.B.M.,Karypis.G.,Konstan.J.A.,Riedl.J.T, "Application of Dimensionality Reduction in Recommender System-A Case Study", WebKDD Workshop, August 20, 2000.