Trust relationship prediction using online product review data

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2009, Pages 47-54

  Ma, Nan ^a   Lim, Ee Peng ^b   Nguyen, Viet An ^b   Sun, Aixin ^a   Liu, Haifeng ^c  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b SINGAPORE MANAGEMENT UNIVERSITY   (Singapore)

^c IBM CHINA RESEARCH LAB   (China)

Author keywords

Trust prediction; Web of trust

Indexed keywords

APPLICATION CONTEXTS; CLASSIFICATION METHODS; CLUSTER-BASED; CLUSTER-BASED METHODS; DATA SETS; ONLINE PRODUCTS; ONLINE USERS; TRAINING DATA; TRUST RELATIONSHIP; USER CLUSTERS; USER INTERACTION; WEB OF TRUST;

CLASSIFIERS; COMPLEXATION; KNOWLEDGE MANAGEMENT; LOCOMOTIVES; RAILROAD CARS;

COBALT COMPOUNDS;

EID: 74049087413     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1651274.1651284     Document Type: Conference Paper

References (20)

1. Jason A. Colquitt, Brent A. Scott, and Jeffery A. LePine. Trust, trustworthiness, and trust propensity: A meta-analytic test of their unique relationships with risk taking and job performance. Journal of Applied Psychology, 2(4), 2007.
2. Dan J. Kim, Donald L. Ferrin, and H. Raghav Rao. A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents. Decision Support Systems, 44:544-564, 2008.
3. Audun Josang, Roslan Ismail, and Colin Boyd. A survey of trust and reputation systems for online service provision. Decision Support Systems, 43.
4. Raph Levien and Alexander Aiken. Attack-resistant trust metrics for public key certification. In 7th Conference on USENIX Security Symposium, 1998.
5. Jennifer Golbeck. Generating predictive movie recommendations from trust in social networks. In International Conference on Trust Management, pages 93-104, 2006.
6. Paolo Massa and Paolo Avesani. Trust-aware recommender systems. In ACM Conference on Recommender Systems, pages 17-24, 2007.
7. Sepandar D. Kamvar, Mario T. Schlosser, and Hector Garcia-Molina. The eigentrust algorithm for reputation management in p2p networks. In 12th International World Wide Web Conference, pages 640-651, 2003.
8. R. Guha, Ravi Kumar, Prabhakar Raghavan, and Andrew Tomkins. Propagation of trust and distrust. In Proceedings of the 13th International Conference on World Wide Web, pages 403-412, New York, USA, May 2004.
9. Jennifer Golbeck and James Hendler. Inferring binary trust relationships in web-based social networks. ACM Transactions on Internet Technology, 6:497-529, 2006.
10. Cai-Nicolas Ziegler and Georg Lausen. Propagation models for trust and distrust in social networks. Information Systems Frontiers, 7(4-5):337-358, 2005.
11. Paolo Massa and Paolo Avesani. Controversial users demand local trust metrics: An experimental study on epinions.com community. In AAAI, pages 121-126, 2005.
12. John O'Donovan and Barry Smyth. Trust in recommender systems. In 10th International Conference on Intelligent User Interfaces, 2005.
13. Haifeng Liu, Ee-Peng Lim, Hady Wirawan Lauw, Minh-Tam Le, Aixin Sun, Jaideep Srivastava, and Young Ae Kim. Predicting trusts among users of online communities: an epinions case study. In Proceedings of the 9th ACM Conference on Electronic Commerce, 2008.
14. Yutaka Matsuo and Hikaru Yamamoto. Community gravity: measuring bidirectional effects by trust and rating on online social networks. In WWW, 2009.
15. Li Xiong and Ling Liu. Peertrust: supporting reputation-based trust for peer-to-peer electronic communities. IEEE Transactions on Knowledge and Data Engineering, 16:843-857, 2004.
16. Paolo Massa and Kasper Souren. Trustlet, open research on trust metrics. In BIS 2008 Workshops Proceedings: Social Aspects of the Web, 2008.
17. T. Joachims. Making large-scale svm learning practical. In B. Schölkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning. MIT-Press, 1999.
18. Indrajit Bhattacharya and Lise Getoor. Collective entity resolution in relational data. ACM Transactions on Knowledge Discovery from Data, 1(1), 2007.
19. Glen Jeh and Jennifer Widom. Simrank: a measure of structural-context similarity. In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002.
20. Jianbo Shi and Jitendra Malik. Normalized cuts and image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(8):888-905, 2000.