A learning automata based solution to service selection in stochastic environments

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6098 LNAI, Issue PART 3, 2010, Pages 209-218

  Yazidi, Anis ^a   Granmo, Ole Christoffer ^a   Oommen, B John ^a,b  

^a UNIVERSITY OF AGDER   (Norway)

^b CARLETON UNIVERSITY   (Canada)

Author keywords

Learning Automata; Reputation Systems; Stochastic Optimization

Indexed keywords

BALLOT STUFFING; EMPIRICAL RESULTS; HIGH QUALITY; LEARNING AUTOMATA; NOVEL SOLUTIONS; OPTIMAL ACTIONS; PRIOR KNOWLEDGE; REPUTATION SYSTEMS; SERVICE QUALITY; SERVICE SELECTION; STOCHASTIC ENVIRONMENT; STOCHASTIC OPTIMIZATIONS; UNFAIR RATINGS;

INDUSTRIAL ENGINEERING; INTELLIGENT SYSTEMS; OPTIMIZATION; QUALITY OF SERVICE; STOCHASTIC SYSTEMS;

COMPUTATIONAL COMPLEXITY;

EID: 79551524750     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13033-5_22     Document Type: Conference Paper

References (9)

1. Dellarocas, C.: Immunizing online reputation reporting systems against unfair ratings and discriminatory behavior. In: Proceedings of the 2nd ACM conference on Electronic commerce, Minneapolis, Minnesota, United States, pp. 150-157. ACM, New York (2000)
2. Sen, S., Sajja, N.: Robustness of reputation-based trust: boolean case. In: Proceedings of the first international joint conference on Autonomous agents and multiagent systems, part 1, Bologna, Italy, pp. 288-293. ACM, New York (2002)
3. Zacharia, G., Maes, P.: Trust management through reputation mechanisms. Applied Artificial Intelligence 14(9), 881-907 (2000) (Pubitemid 35394323)
4. Whitby, A., Jsang, A., Indulska, J.: Filtering out unfair ratings in bayesian reputation systems. In: Proceedings of the 7th Int. Workshop on Trust in Agent Societies (at AAMAS 2004). ACM, New York (2004)
5. Despotovic, Z., Aberer, K.: A probabilistic approach to predict peers performance in P2P networks. In: Cooperative Information Agents VIII, pp. 62-76 (2004)
6. Narendra, K.S., Thathachar, M.A.L.: Learning Automata: An Introduction. Prentice-Hall, New Jersey (1989)
7. Oommen, B.J., Ma, D.C.Y.: Stochastic automata solutions to the object partitioning problem. The Computer Journal 35, A105-A120 (1992)
8. Mayur Datar, M., Gionis, A., Indyk, P., Motwani, R.: Maintaining stream statistics over sliding windows. SIAM J. Comput. 31(6), 1794-1813 (2002)
9. Shapiro, C.: Consumer information, product quality, and seller reputation. The Bell Journal of Economics 13(1), 20-35 (1982)