Review on computational trust and reputation models

Artificial Intelligence Review

Volumn 24, Issue 1, 2005, Pages 33-60

  Sabater, Jordi ^a   Sierra, Carles ^a  

^a ARTIFICIAL INTELLIGENCE RESEARCH INSTITUTE IIIA CSIC   (Spain)

Author keywords

Reputation; Trust

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTONOMOUS AGENTS; COMPUTATIONAL METHODS; COMPUTER NETWORKS; COMPUTER SCIENCE; DISTRIBUTED COMPUTER SYSTEMS; INTELLIGENT AGENTS; MULTI AGENT SYSTEMS;

COLLECTIVE INTELLIGENCE; DISTRIBUTED COMPUTING; REPUTATION; TRUST;

ELECTRONIC COMMUNITIES;

EID: 85006210403     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-004-0041-5     Document Type: Review

References (40)

1. Abdul-Rahman, A. & Hailes, S. (2000). Supporting Trust in Virtual Communities. In: Proceedings of the Hawaii's International Conference on Systems Sciences, Maui, Hawaii.
2. Amazon (2002). Amazon Auctions, http://auctions.amazon.com
3. Bacharach, M. & Gambetta, D. (2001). Trust in Society, Chapt. Trust in signs. Russell Sage Foundation.
4. Barber, K. S. & Kim, J. (2001). Belief Revision Process based on Trust: Simulation Experiment. In: Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies, Montreal, Canada, pp. 1-12.
5. Bromley, D. B. (1993). Reputation, Image and Impression Management. John Wiley & Sons.
6. Buskens, V. (1998). The Social Structure of Trust. Social Networks (20): 265-298.
7. Carbo, J., Molina, J. & Davila, J. (2002). Comparing Predictions of SPORAS vs. a Fuzzy Reputation Agent System. In: Third International Conference on Fuzzy Sets and Fuzzy Systems, Interlaken. pp. 147-153.
8. Carter, J., Bitting, E. & Ghorbani, A. (2002). Reputation Formalization for an Information-Sharing Multi-Agent Sytem. Computational Intelligence 18(2): 515-534.
9. Castelfranchi, C. & Falcone, R. (1998). Principles of Trust for MAS: Cognitive Anatomy, Social Importance, and Quantification. In: Proceedings of the International Conference on Multi-Agent Systems (ICMAS'98), Paris, France, pp. 72-79.
10. Castelfranchi, C. & Tan, Y.-H. (2001). Trust and Deception in Virtual Societies. Kluwer Academic Publishers.
11. Celentani, M., Fudenberg, D., Levine, D. K., & Psendorfer, W. (1966). Maintaining a Reputation Against a Long-Lived Opponent. Econometrica 64(3): 691-704.
12. Conte, R. & Paolucci, M. (2002). Reputation in Artificial Societies: Social Beliefs for Social Order. Kluwer Academic Publishers.
13. Dellarocas, C. (2003). The digitalization of Word-Of-Mouth: Promise and Challenges of Online Reputation Mechanisms. Management Science.
14. eBay. (2002). eBay. http://www.eBay.com.
15. Esfandiari, B. & Chandrasekharan, S. (2001). On How Agents Make friends: Mechanisms for Trust Acquisition. In: Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies, Montreal, Canada, pp. 27-34.
16. Gambetta, D. (1990). Trust: Making and Breaking Cooperative Relations, Chapt. Can We Trust Trust? Basil Blackwell, Oxford, pp. 213-237.
17. Glickman, M. E. (1999). Parameter Estimation in Large Dynamic Paired Comparison Experiments. Applied Statistics (48): 377-394.
18. Grandison, T. & Sloman, M. (2000). A survey of trust in Internet application, IEEE, Communications Surveys, Fourth Quarter, 2000.
19. Hume, D. (1975). A Treatise of Human Nature (1737). Clarendon Press: Oxford.
20. Karlins, M. & Abelson, H. I. (1970). Persuasion, how opinion and attitudes are changed. Crosby Lockwood & Son.
21. Lashkari, Y., Metral, M. & Maes, P. (1994). Collaborative Interface Agents. In: Proceedings of the Twelfth National Conference on Artificial Intelligence, AAAI-Press.
22. Marimon, R., Nicolini, J. P. & Teles, P. (2000). Competition and Reputation. In: Proceedings of the World Conference Econometric Society, Seattle.
23. Marsh, S. (1994). Formalising Trust as a Computational Concept. Ph.D. thesis, Department of Mathematics and Computer Science, University of Stirling.
24. McKnight, D. H. & Chervany, N. L. (1996). The meanings of trust. Technical report, University of Minnesota Management Information Systems Research Center.
25. McKnight, D. H. & Chervany, N. L. (2002). Notions of Reputation in Multi-Agent Systems: A Review. In: Proceedings of the 34th Hawaii International Conference on System Sciences.
26. Montaner, M., Lopez, B. & de la Rosa, J. (2002). Developing Turst in Recommender Agents. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, pp. 304-305.
27. Mui, L., Halberstadt, A. & Mohtashemi, M. (2002). Notions of Reputation in MultiAgent Systems: A Review. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy. pp. 280-287.
28. OnSale (2002). OnSale. http://www.onsale.com.
29. Pearl, J. (1988). Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann.
30. Plato (1955). The Republic (370BC). Viking Press.
31. Sabater, J. & Sierra, C. (2001). REGRET: A Reputation Model for Gregarious Societies. In: Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies, Montreal, Canada, pp. 61-69.
32. Sabater, J. & Sierra, C. (2002). Reputation and Social Network Analysis in Multi-Agent Systems. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, pp. 475-482.
33. Schillo, M., Funk, P. & Rovatsos, M. (2000). Using Trust for Detecting Deceitful Agents in Artificial Societites. Applied Artificial Intelligence (Special Issue on Trust, Deception and Fraud in Agent Societies).
34. Scott, J. (2000). Social Network Analysis. SAGE Publications.
35. Sen, S. & Sajja, N. (2002). Robustness of Reputation-based Trust: Booblean Case. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, pp. 288-293.
36. UCI (2003). UCI Machine Learning Repository. http:www.ics.uci.edu/ ~mlearn/MLRepository.html.
37. Yu, B. & Singh, M. P. (2001). Towards a Probabilistic Model of Distributed Reputation Management. In: Proceedings of the Fourth Workshop on Deception, Fraud and Trust in Agent Societies, Montreal, Canada, pp. 125-137.
38. Yu, B. & Singh, M. P. (2002a). Distributed Reputation Management for Electronic Commerce. Computational Intelligence 18(4), 535-549.
39. Yu, B. & Singh, M. P. (2002b). An Evidential Model of Distributed Reputation Management. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-02), Bologna, Italy, pp. 294-301.
40. Zacharia, G. (1999). Collaborative Reputation Mechanisms for Online Communities. Master's thesis, Massachusetts Institute of Technology.