A situation-based multi-agent architecture for handling misunderstandings in interactions

Thao Phuong Pham ; Mourad Rabah ; Pascal Estraillier

International Journal of Applied Mathematics and Computer Science, Tome 25 (2015), p. 439-454 / Harvested from The Polish Digital Mathematics Library

Résumé

During interactions, system actors may face up misunderstandings when their local states contain inconsistent data about the same fact. Misunderstandings in interactions are likely to reduce interactivity performances (deviation or deadlock) or even affect overall system behavior. In this paper, we characterize misunderstandings in interactions between system actors (that may be human users or system agents) in interactive adaptive systems. To deal with such misunderstandings and ensure state consistency, we present an agent-based architecture and a scenario structuring approach. The system includes several agents devoted to scenario unfolding, plot adaptation and consistency management. Scenario structuring is based on the notion of a situation that is an elementary building block dividing the interactions between systems' actors into contextual scenes. This pattern supports not only scenario execution but consistency management as well. In order to organize and control interactions, the situation contextualizes interactions and activity of the system's actors. It also includes prevention and tolerance agent-based mechanisms to deal with the misunderstandings and their causes. We validate our consistency management mechanisms using Uppaal simulation and provide some experimental results to show the effectiveness of our approach on an online distance learning case study.

Détail

Publié le : 2015-01-01

Zbl 1322.93063

EUDML-ID : urn:eudml:doc:271782

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