Research Article
Application of Trust and Distrust in Recommender System: A Study
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 139 - Issue 6 |
| Published: April 2016 |
| Authors: Parthasarathi Chakraborty, Sunil Karforma |
10.5120/ijca2016909153
|
Parthasarathi Chakraborty, Sunil Karforma . Application of Trust and Distrust in Recommender System: A Study. International Journal of Computer Applications. 139, 6 (April 2016), 34-38. DOI=10.5120/ijca2016909153
@article{ 10.5120/ijca2016909153,
author = { Parthasarathi Chakraborty,Sunil Karforma },
title = { Application of Trust and Distrust in Recommender System: A Study },
journal = { International Journal of Computer Applications },
year = { 2016 },
volume = { 139 },
number = { 6 },
pages = { 34-38 },
doi = { 10.5120/ijca2016909153 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2016
%A Parthasarathi Chakraborty
%A Sunil Karforma
%T Application of Trust and Distrust in Recommender System: A Study%T
%J International Journal of Computer Applications
%V 139
%N 6
%P 34-38
%R 10.5120/ijca2016909153
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Recommender systems help customers to choose right product or service from large number of alternatives available on Internet. In recent time, trust becomes an important issue in designing effective recommender systems. In this paper we have studied the role of trust and distrust in designing recommender systems.
References
- Golbeck, J, Parsia, B., Hendler, J., “Trust Networks on the Semantic Web,” Proceedings of Cooperative Intelligent Agents 2003, August 27-29, Helsinki, Finland, 2003.
- Suryanarayana, G., H. Diallo, M., Erenkrantz,J. R. and Taylor, R. N. Architectural Support for Trust Models in Decentralized Applications. In CSE’06, May, 2006, Shanghai, China, 2006.
- Aberer, K. and Despotovic, Z., Managing Trust in a Peer-2-Peer Information System. In CIKM’01, November S-10, 2001, Atlanta, Georgia, USA, 2001.
- Golbeck, J., Hendler, J., Inferring Binary Trust Relationships in Web-Based Social Networks. ACM Transactions on Internet Technology, Volume 6, Issue 4, New York, NY,USA, 2006.
- Lesani, M. and Bagheri, S. Fuzzy Trust nference in Trust Graphs and its Application in Semantic Web Social Networks. World Automation Congress, 2006. WAC '06. Sharif University of Technology, Iran, 2006.
- Avesani, P. Massa, P. and Tiella, R., Moleskiing.it: a trust-aware recommender system for ski mountaineering. International Journal for Infonomics, 2005.
- Levien and Aiken. Advogato’s trust metric. online at http://advogato.org/trust-metric.html, 2002.
- Massa, P. and Avesani, P., Trust-Aware Collaborative Filtering for Recommender Systems, Lecture Notes in Computer Science, Vol. 3290, pp. 492-508, 2004.
- O’Donovan, J., and Smyth, B., Trust in recommender systems. In Proceedings of the 10th International Conference on Intelligent User Interfaces, pages 167–174. ACM Press, 2005.
- Resinck., P., Neophytos, I., Mitesh, S., Peter, B., John, R., GroupLens: An Open Architecture for Collaborative Filtering of Netnews. Proceedings of the 1994 ACM conference on Computer Supported Cooperative Work, Chapel Hill, North Carolina, United States, p.175-186,1994.
- Victor, P., Cornelis, C., DE Cock, M., and Teredesai, A., Trust- and distrust-based recommendations for controversial reviews. IEEE Intell. Syst. 26, 1, 48–55, 2011.
- Guha, R., Kumar, R., Raghavan, P., Tomkins, A., Propagation of trust and distrust, in: Proc. WWW2004, 2004, pp. 403–412, 2004.
- Victor, P., Cornelis, C., De Cock, M., Da Silva, P. P., Gradual Trust and Distrust in Recommender Systems. Fuzzy Sets and Systems 160(10), p. 1367-1382, 2009.
- Yager, R. R., On Ordered Weighted Averaging Aggregation Operators in Multicriteria Decision making (1988). IEEE Transactions on Systems, Man, and Cybernetics, 18, p. 183-190, 1998.
- Victor. P. and Verbiest. N., Enhancing the Trust-Based Recommendation Process with Explicit Distrust, ACM Transactions on the Web, Vol. 7, No. 2, Article 6, Publication date: May 2013.
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