TREPPS: A Trust-based Recommender System for Peer Production Services

Expert Systems with Applications

Volumn 36, Issue 2 PART 2, 2009, Pages 3263-3277

  Li, Yung Ming ^a   Kao, Chien Pang ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

Fuzzy inference systems; Peer production; Recommender systems; Trust computing

Indexed keywords

FUZZY INFERENCE; FUZZY LOGIC; FUZZY SYSTEMS;

FUZZY INFERENCE SYSTEMS; FUZZY LOGIC APPLICATIONS; INFORMATION OVERLOADING; INFORMATION OVERLOADS; PEER PRODUCTION; TRUST COMPUTING; TYPE OF SERVICES; USER-GENERATED CONTENT;

RECOMMENDER SYSTEMS;

EID: 56349084089     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2008.01.078     Document Type: Article

References (51)

1. Abdul-Rahman A., and Hailes S. A distributed trust model. Proceedings of the 1997 workshop on new security paradigms (1998), ACM Press, Langdale, Cumbria, United Kingdom 48-60
2. Artz D., and Gil Y. A survey of trust in computer science and the semantic web. Web Semantics: Science, Services and Agents on the World Wide Web 5 2 (2007) 58-71
3. Bausch S., and Han L. Social networking sites grow 47 percent, year over year, reaching 45 percent web users, according to Nielsen//NetRatings (2006), Nielsen//NetRatings, New York
4. Bellman R.E., and Zadeh L.A. Decision-making in a fuzzy environment. Management Science 17 4 (1970) B141-B164
5. Benkler Y. The wealth of networks: How social production transforms markets and freedom (2006), Yale University Press
6. Castellano G., Fanelli A.M., and Mencar C. Design of transparent Mamdani fuzzy inference systems. Design and Application of Hybrid Intelligent Systems (2003) 468-476
7. Chang P.-T., Hung K.-C., Lin K.-P., and Chang C.-H. A comparison of discrete algorithms for fuzzy weighted average. IEEE Transactions on Fuzzy Systems 14 5 (2006) 663-678
8. Chen C.-T. Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Sets and Systems 114 (2000) 1-9
9. Chen M.-F., and Tzeng G.-H. Combining grey relation and TOPSIS concepts for selecting an expatriate host country. Mathematical and Computer Modelling 40 (2004) 1473-1490
10. Chen S.-J. A new similarity measure of generalized fuzzy numbers based on geometric-mean averaging operator. IEEE International Conference on Fuzzy Systems (2006), Vancouver, BC, Canada (pp. 1879-1886)
11. Chen S.-J., and Hwang C.L. Fuzzy multiple attribute decision making: Methods and applications (1992), Springer-Verlag, New York
12. Ding, L., Kolari, P., Ganjugunte, S., Finin, T., Joshi, A. (2004). Modeling and evaluating trust network inference. In Proceedings of the 7th international workshop on trust in agent societies. New York.
13. Ding, L., Zhou, L., Finin, T. (2003). Trust based knowledge outsourcing for semantic web agents. In Proceedings of the 2003 IEEE/WIC international conference on web intelligence (pp. 379-387).
14. Doctorow, C. (2007). Tricking the social voting sites. Boing Boing (Retrieved 11.08.07).
15. Dubois D., and Prade H. Fuzzy sets and systems: Theory and applications (1980), Academic Press, NewYork
16. Folksonomy. (2007). Wikipedia: (Retrieved 11.08.07).
17. Gantz, J. F., Reinsel, D., Chute, C., Schlichting, W., McArthur, J., Minton, S., et al. (2007). The expanding digital universe: A forecast of worldwide information growth through 2010. EMC. IDC.
18. Gillmor, D. (2006). Networking for fun and profit. CIO Insight: (Retrieved 31.05.07).
19. Golbeck, J. (2006). Generating predictive movie recommendations from trust in social networks. In Proceedings of the 4th international conference on trust management. Pisa, Italy.
20. Golbeck, J. (2005). Personalizing applications through integration of inferred trust values in semantic web-based social networks. In Proceedings of the semantic network analysis workshop at the 4th international semantic web conference.
21. Heath, T., Motta, E., Petre, M. (2006). Person to person trust factors in word of mouth recommendation. In Proceedings CHI2006 workshop on reinventing trust, collaboration, and compliance in social systems.
22. Huynh T.D., Jennings N.R., and Shadbolt N.R. An integrated trust and reputation model for open multi-agent systems. Journal of Autonomous Agents and Multi-Agent Systems 13 2 (2006) 119-154
23. Hwang C.-L., and Yoon K. Multiple attribute decision making: methods and applications: A state-of-the-art survey (1981), Springer-Verlag, Berlin
24. Jøsang A. The right type of trust for distributed systems. Proceedings of the 1996 workshop on new security paradigms (1996), ACM Press, Lake Arrowhead, CA, United States 119-131
25. Jøsang A., Ismail R., and Boyd C. A survey of trust and reputation systems for online service provision. Decision Support Systems 43 2 (2007) 618-644
26. JUNG. (2007). KleinbergSmallWorldGenerator (JUNG 1.7.6 API). JUNG - Java Universal Network/Graph Framework: (Retrieved 18.05.07).
27. Kleinberg, J. (2000). Navigation in a small world. Nature, 406, 845.
28. Kolbitsch J., and Maurer H. The transformation of the web: How emerging communities shape the information we consume. Journal of Universal Computer Science 12 2 (2006) 187-213
29. Kuo M.-S., Tzeng G.-H., and Huang W.-C. Group decision-making based on concepts of ideal and anti-ideal points in a fuzzy environment. Mathematical and Computer Modelling 45 3-4 (2007) 324-339
30. Kuo Y.-L., Yeh C.-H., and Chau R. A validation procedure for fuzzy multiattribute decision making. The 12th IEEE International Conference on Fuzzy Systems 2 (2003) 1080-1085
31. Li D.-F. Compromise ratio method for fuzzy multi-attribute group decision making. Applied Soft Computing 7 3 (2007) 807-817
32. Li, Y.-M., Chen, J.-C., Li, T.-Y. (2007). A Blog system with trust mechanism. In Proceedings of the 18th international conference on information management. Taipei, Taiwan (in Chinese).
33. Li, Y.-M., Li, T.-Y., Chen, J.-C. (2006). Trust based instant messaging system. In Proceedings of the 9th conference on information management practice. Yunlin, Taiwan (in Chinese).
34. Lindahl C., and Blount E. Weblogs: Simplifying web publishing. Computer 36 11 (2003) 114-116
35. Liou T.-S., and Wang M.-J.J. Fuzzy weighted average: An improved algorithm. Fuzzy Sets and Systems 49 3 (1992) 307-315
36. Mamdani E.H., and Assilian S. An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Human-Computer Studies 51 2 (1999) 135-147
37. Massa P., and Bhattacharjee B. Using trust in recommender systems: An experimental analysis. Lecture Notes in Computer Science (2004) 2995
38. McKnight, D. H., Chervany, N. L. (1996). The meanings of trust. Technical Report WP9604. University of Minnesota Management Information Systems Research Center.
39. O'Donovan J., and Smyth B. Trust in recommender systems. Proceedings of the 10th international conference on intelligent user interfaces (2005), ACM Press, San Diego, CA, USA 167-174
40. Sabater, J., Sierra, C. (2001). REGRET: A reputation model for gregarious societies. In Proceedings of the 4th workshop on deception fraud and trust in agent societies (pp. 61-70). Montreal, Canada.
41. Sabater J., and Sierra C. Review on computational trust and reputation models. Artificial Intelligence Review 24 1 (2005) 33-60
42. Singh M.P., Yu B., and Venkatraman M. Community-based service location. Communications of the ACM 44 4 (2001) 49-54
43. Sinha, R., Swearingen, K. (2001). Comparing recommendations made by online systems and friends. In Proceedings of the DELOS-NSF workshop on personalization and recommender systems in digital libraries. Dublin, Ireland.
44. Sinha R., and Swearingen K. The role of transparency in recommender systems. Conference on human factors in computing systems (2002), ACM Press, Minneapolis, MN, USA (pp. 830-831)
45. Social bookmarking. (2007). Wikipedia: (Retrieved 11.08.07).
46. Song S., Hwang K., Zhou R., and Kwok Y.-K. Trusted P2P transactions with fuzzy reputation aggregation. IEEE Internet Computing 9 6 (2005) 24-34
47. Watchlist (Internet). (2007). Wikipedia: (Retrieved 11.08.07).
48. Web 2.0 Television. (2006). Phony Digg stories show iterative Web 2.0 problem. Web 2.0 Television: (Retrieved 07.05.07).
49. Wei Y.Z., Moreau L., and Jennings N.R. A market-based approach to recommender systems. ACM Transactions on Information Systems 23 3 (2005) 227-266
50. Zadeh L.A. Fuzzy sets. Information and Control 8 (1965) 338-353
51. Ziegler C.-N., and Golbeck J. Investigating interactions of trust and interest similarity. Decision Support Systems 43 2 (2007) 460-475