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» A Trust Model with Statistical Foundation
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WECWIS
2003
IEEE
205views ECommerce» more  WECWIS 2003»
14 years 4 months ago
Beyond "web of trust": Enabling P2P E-commerce
The huge success of eBay has proven the demand for customer-to-customer (C2C) electronic commerce. eBay is a centralized infrastructure with all its scalability problems (network ...
Anwitaman Datta, Manfred Hauswirth, Karl Aberer
EPIA
2009
Springer
14 years 5 months ago
Computing Confidence Values: Does Trust Dynamics Matter?
Computational Trust and Reputation (CTR) systems are platforms capable of collecting trust information about candidate partners and of computing confidence scores for each one of t...
Joana Urbano, Ana Paula Rocha, Eugénio C. O...
IWCLS
2007
Springer
14 years 5 months ago
A Principled Foundation for LCS
In this paper we explicitly identify the probabilistic model underlying LCS by linking it to a generalisation of the common Mixture-of-Experts model. Having an explicit representa...
Jan Drugowitsch, Alwyn Barry
KDD
2010
ACM
188views Data Mining» more  KDD 2010»
13 years 8 months ago
Trust network inference for online rating data using generative models
In an online rating system, raters assign ratings to objects contributed by other users. In addition, raters can develop trust and distrust on object contributors depending on a f...
Freddy Chong Tat Chua, Ee-Peng Lim
ATAL
2010
Springer
14 years 1 hour ago
Combining statistics and arguments to compute trust
We propose a method for constructing Dempster-Shafer belief functions modeling the trust of a given agent (the evaluator) in another (the target) by combining statistical informat...
Paul-Amaury Matt, Maxime Morge, Francesca Toni