Publication Details

Multi-Agent Experimental Framework with Hierarchical Model of Trust in Contexts for Decision Making

SAMEK Jan, MALAČKA Ondřej, ZBOŘIL František and HANÁČEK Petr. Multi-Agent Experimental Framework with Hierarchical Model of Trust in Contexts for Decision Making. In: Proceeding of the 2nd International Conference on Computer Modelling and Simulation. Brno: Department of Intelligent Systems FIT BUT, 2011, pp. 128-136. ISBN 978-80-214-4320-4.
Czech title
Multi-agentní experimentální framework s hierarchickým modelem důvěry pro rozhodování
Type
conference paper
Language
english
Authors
Keywords

trust; trust modelling; single-context trust; multi-context trust; HMTC; confidence interval

Abstract

The research in the area of computational models based on trust or reputation is a recent discipline and a lot of work and theoretical approaches was done. But only few computational trust and reputation models directly include ability to work with multi-context property of trust. Moreover, experimental frameworks or tested for theoretical computational are very sporadic. In our recent research, we provide two interoperable solutions which are able together cover a wide range of fundamental problems in trust and reputation computational models such as: single- and multi-context trust model, ability to work with uncertainty and recommendation, reputation and decision making protocol. In order to verify these proposal, we implemented an robust experimental framework based on multi-agent paradigms. In this paper, we describe one part of many simulation scenarios, which is focused on comparison single- and multi-context approach to trust.

Published
2011
Pages
128-136
Proceedings
Proceeding of the 2nd International Conference on Computer Modelling and Simulation
Conference
International Conference on Computer Modelling and Simulation - CSSim 2011, Brno, CZ
ISBN
978-80-214-4320-4
Publisher
Department of Intelligent Systems FIT BUT
Place
Brno, CZ
BibTeX
@INPROCEEDINGS{FITPUB9635,
   author = "Jan Samek and Ond\v{r}ej Mala\v{c}ka and Franti\v{s}ek Zbo\v{r}il and Petr Han\'{a}\v{c}ek",
   title = "Multi-Agent Experimental Framework with Hierarchical Model of Trust in Contexts for Decision Making",
   pages = "128--136",
   booktitle = "Proceeding of the 2nd International Conference on Computer Modelling and Simulation",
   year = 2011,
   location = "Brno, CZ",
   publisher = "Department of Intelligent Systems FIT BUT",
   ISBN = "978-80-214-4320-4",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9635"
}
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