A multi-criteria decision-making formulation of trust using fuzzy analytic hierarchy process

作者: Mehrdad Ashtiani , Mohammad Abdollahi Azgomi

DOI: 10.1007/S10111-014-0310-2

关键词:

摘要: Trust models have widespread applications in different areas. In this paper, we formulate trust as a multi-criteria decision-making (MCDM) problem. By applying new formulation, one can treat the process of establishment based on some set trustworthiness criteria. looking at whole, may miss important factors. Only by dividing concept into its building blocks and weighting those proposed perception importance context toward specific goal, achieve better decision. As structural way for making decisions, method uses fuzzy analytic hierarchy (AHP). Fuzzy AHP provides both advantages fuzziness, which is compatible with uncertain, vague, subjective nature systematic approach to make decisions complex MCDM problems. order aggregate evaluations each recommender about every trustee candidate, Sugeno integral used build final score. At last, calculates recommendation score trustor's belief. We present an illustrative example plus empirical experiment Web service selection demonstrate application formulation evaluation scores.

参考文章(68)
Russell Hardin, Trust and Trustworthiness ,(2002)
Christiano Castelfranchi, Rino Falcone, Trust Theory: A Socio-Cognitive and Computational Model ,(2010)
Toshiaki Murofushi, Michel Grabisch, Michio Sugeno, Fuzzy Measures and Integrals: Theory and Applications Physica Verlag. ,vol. 40, ,(2000)
M Pal, A K Shyamal, TRIANGULAR FUZZY MATRICES Iranian Journal of Fuzzy Systems. ,vol. 4, pp. 75- 87 ,(2007) , 10.22111/IJFS.2007.359
Cristiano Castelfranchi, Reasons: belief support and goal dynamics soft computing. ,vol. 3, pp. 233- 247 ,(1996)
F. Delmotte, L. Dubois, P. Borne, Context-dependent trust in data fusion within the possibility theory systems man and cybernetics. ,vol. 1, pp. 538- 543 ,(1996) , 10.1109/ICSMC.1996.569849
K. Suzanne Barber, Joonoo Kim, Belief Revision Process Based on Trust: Agents Evaluating Reputation of Information Sources Proceedings of the workshop on Deception, Fraud, and Trust in Agent Societies held during the Autonomous Agents Conference: Trust in Cyber-societies, Integrating the Human and Artificial Perspectives. pp. 73- 82 ,(2000) , 10.1007/3-540-45547-7_5
Mark Hoogendoorn, S. Waqar Jaffry, Peter-Paul van Maanen, Validation and verification of agent models for trust: Independent compared to relative trust international conference on trust management. pp. 35- 50 ,(2011) , 10.1007/978-3-642-22200-9_6
Elena Katok, Axel Ockenfels, Gary E. Bolton, Trust among internet traders: A behavioral economics approach Research Papers in Economics. ,(2004)