Trust-Based Scenarios – Predicting Future Agent Behavior in Open Self-organizing Systems

Abstract : Agents in open self-organizing systems have to cope with a variety of uncertainties. In order to increase their utility and to ensure stable operation of the overall system, they have to capture and adapt to these uncertainties at runtime. This can be achieved by formulating an expectancy of the behavior of others and the environment. Trust has been proposed as a concept for this purpose.In this paper, we present trust-based scenarios as an enhancement of current trust models. Trust-based scenarios represent stochastic models that allow agents to take different possible developments of the environment’s or other agents’ behavior into account. We demonstrate that trust-based scenarios significantly improve the agents’ capability to predict future behavior with a distributed power management application.
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Communication dans un congrès
David Hutchison; Takeo Kanade; Madhu Sudan; Demetri Terzopoulos; Doug Tygar; Moshe Y. Vardi; Gerhard Weikum; Wilfried Elmenreich; Falko Dressler; Vittorio Loreto; Josef Kittler; Jon M. Kleinberg; Friedemann Mattern; John C. Mitchell; Moni Naor; Oscar Nierstrasz; C. Pandu Rangan; Bernhard Steffen. 7th International Workshop on Self-Organizing Systems (IWSOS), May 2013, Palma de Mallorca, Spain. Springer, Lecture Notes in Computer Science, LNCS-8221, pp.90-102, 2014, Self-Organizing Systems. 〈10.1007/978-3-642-54140-7_8〉
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Gerrit Anders, Florian Siefert, Jan-Philipp Steghöfer, Wolfgang Reif. Trust-Based Scenarios – Predicting Future Agent Behavior in Open Self-organizing Systems. David Hutchison; Takeo Kanade; Madhu Sudan; Demetri Terzopoulos; Doug Tygar; Moshe Y. Vardi; Gerhard Weikum; Wilfried Elmenreich; Falko Dressler; Vittorio Loreto; Josef Kittler; Jon M. Kleinberg; Friedemann Mattern; John C. Mitchell; Moni Naor; Oscar Nierstrasz; C. Pandu Rangan; Bernhard Steffen. 7th International Workshop on Self-Organizing Systems (IWSOS), May 2013, Palma de Mallorca, Spain. Springer, Lecture Notes in Computer Science, LNCS-8221, pp.90-102, 2014, Self-Organizing Systems. 〈10.1007/978-3-642-54140-7_8〉. 〈hal-01291502〉

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