Result Details

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

SAMEK, J.; MALAČKA, O.; ZBOŘIL, F.; HANÁČEK, P. Multi-Agent Experimental Framework with Hierarchical Model of Trust in Contexts for Decision Making. Proceeding of the 2nd International Conference on Computer Modelling and Simulation. Brno: Department of Intelligent Systems FIT BUT, 2011. p. 128-136. ISBN: 978-80-214-4320-4.
Type
conference paper
Language
English
Authors
Samek Jan, Ing., Ph.D., DITS (FIT)
Malačka Ondřej, Ing., DITS (FIT)
Zbořil František, doc. Ing., Ph.D., DITS (FIT)
Hanáček Petr, doc. Dr. Ing., DITS (FIT)
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.

Keywords

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

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
ISBN
978-80-214-4320-4
Publisher
Department of Intelligent Systems FIT BUT
Place
Brno
BibTeX
@inproceedings{BUT76365,
  author="Jan {Samek} and Ondřej {Malačka} and František {Zbořil} and Petr {Hanáček}",
  title="Multi-Agent Experimental Framework with Hierarchical Model of Trust in Contexts for Decision Making",
  booktitle="Proceeding of the 2nd International Conference on Computer Modelling and Simulation",
  year="2011",
  pages="128--136",
  publisher="Department of Intelligent Systems FIT BUT",
  address="Brno",
  isbn="978-80-214-4320-4"
}
Projects
Mathematical and Engineering Approaches to Developing Reliable and Secure Concurrent and Distributed Computer Systems, GACR, Doktorské granty, GD102/09/H042, start: 2009-01-30, end: 2012-12-31, completed
Research groups
Departments
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