Local Trust Versus Global Trust Networks in Subjective Logic

Charif Haydar 1 Azim Roussanaly 1 Anne Boyer 1
1 KIWI - Knowledge Information and Web Intelligence
LORIA - AIS - Department of Complex Systems, Artificial Intelligence & Robotics
Abstract : Social web permits users to acquire information from anonymous people around the world. This leads to a serious question about the trustworthiness of information and sources. During the last decade, numerous models were proposed to model social trust in the service of social web. Trust modeling follows two main axes, local trust (trust between pair of users), and global trust (user's reputation within the community). Subjective logic, is an extension of probabilistic logic that deals with the cases of lack of evidences. An elaborated local trust model based on subjective logic already exists. The aim of this work is to apply this model to the first time on a real data set. Then, we propose another global trust model based also on subjective logic. We apply both models on a real data set of a question answering social network that aims to assist people to find solutions to their technical problems in various domains. Our proposed global trust model ensures a better performance thanks to its precise interpretation of the context of trust, and its ability to satisfy new arrived users.
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Soumis le : mardi 14 janvier 2014 - 10:17:00
Dernière modification le : mardi 18 décembre 2018 - 16:40:21
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Charif Haydar, Azim Roussanaly, Anne Boyer. Local Trust Versus Global Trust Networks in Subjective Logic. Web Intelligence (WI) 2013, Nov 2013, Atlanta, United States. 1, pp.29-36, 2013, 〈http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6689990&tag=1&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6689990%26tag%3D1〉. 〈10.1109/WI-IAT.2013.5〉. 〈hal-00929913〉



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