Collaborative Content-Based Method for Estimating User Reputation in Online Forums

Amine Abdaoui 1 Jérôme Azé 1 Sandra Bringay 1, 2 Pascal Poncelet 1
1 ADVANSE - ADVanced Analytics for data SciencE
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
2 UM3 - Université Paul-Valéry - Montpellier 3
Abstract : Collaborative ratings of forum posts have been successfully applied in order to infer the reputations of forum users. Famous websites such as Slashdot or Stack Exchange allow their users to score messages in order to evaluate their content. These scores can be aggregated for each user in order to compute a reputation value in the forum. However, explicit rating functionalities are rarely used in many online communities such as health forums. At the same time, the textual content of the messages can reveal a lot of information regarding the trust that users have in the posted information. In this work, we propose to use these hidden expressions of trust in order to estimate user reputation in online forums.
Keywords : social networks online forums reputation Trust
Type de document :
Communication dans un congrès
WISE: Web Information Systems Engineering, Nov 2015, Miami, United States. Springer, 16th International Conference, Miami, FL, USA, November 1–3, 2015, Proceedings, Part II, LNCS (9419), pp.292-299, 2015, Web Information Systems Engineering – WISE 2015. 〈10.1007/978-3-319-26187-4_26〉
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Soumis le : samedi 31 octobre 2015 - 15:49:44
Dernière modification le : jeudi 24 mai 2018 - 15:59:25
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Amine Abdaoui, Jérôme Azé, Sandra Bringay, Pascal Poncelet. Collaborative Content-Based Method for Estimating User Reputation in Online Forums. WISE: Web Information Systems Engineering, Nov 2015, Miami, United States. Springer, 16th International Conference, Miami, FL, USA, November 1–3, 2015, Proceedings, Part II, LNCS (9419), pp.292-299, 2015, Web Information Systems Engineering – WISE 2015. 〈10.1007/978-3-319-26187-4_26〉. 〈lirmm-01222961〉

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