Hauke, Sascha; Pyka, Martin; Borschbach, Markus; Heider, Dominik:
Augmenting Reputation-based Trust Metrics with Rumor-like Dissemination of Reputation Information
2010
In: IFIP Advances in Information and Communication Technology, Band 330 (2010), S. 136 - 147
Artikel/Aufsatz in Zeitschrift / Fach: Informatik
Titel:
Augmenting Reputation-based Trust Metrics with Rumor-like Dissemination of Reputation Information
Autor(in):
Hauke, Sascha; Pyka, Martin; Borschbach, Markus; Heider, Dominik im Online-Personal- und -Vorlesungsverzeichnis LSF anzeigen
Erscheinungsjahr:
2010
Erschienen in:
IFIP Advances in Information and Communication Technology, Band 330 (2010), S. 136 - 147
ISSN:

Abstract:

Trust is an important and frequently studied concept in personal interactions and business ventures. As such, it has been examined by multitude of scientists in diverse disciplines of study. Over the past years, proposals have been made to model trust relations computationally, either to assist users or for modeling purposes in multi-agent systems. These models rely implicitly on the social networks established by participating entities (be they autonomous agents or internet users). At the same time, research in complex networks has revealed mechanisms of information diffusion, such as the spread of rumors in a population. By adapting rumor-spreading processes to reputation dissemination in multi-agent systems, this paper shows the benefit of augmenting an existing trust model with proactively, socially filtered trust information.