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An AI framework and a metamodel for collaborative situations: Application to crisis management contexts

Benaben, Frederick and Fertier, Audrey and Montarnal, Aurélie and Mu, Wenxin and Jiang, Zheng and Truptil, Sebastien and Barthe, Anne-Marie and Lauras, Matthieu and Mace‐Ramete, Guillaume and Wang, Tiexin and Bidoux, Loïc and Lamothe, Jacques An AI framework and a metamodel for collaborative situations: Application to crisis management contexts. (2020) Journal of Contingencies and Crisis Management, 28 (3). 291-306. ISSN 0966-0879

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Official URL: https://doi.org/10.1111/1468-5973.12310

Abstract

Identifying, designing, deploying and maintaining accurate collaborative networks of organizations (e.g. responders in a crisis situation) are key activities in nowadays ecosystems. However, there is a lack regarding formal approaches dedicated to characterize collaborative networks of organizations. Formal descriptions of collaborative situations, that could be used, transformed, computed and exploited would be of great benefit for the quality of such collaborative networks. This article presents a model‐based AI framework for describing collaborative situations and the associated formal metamodel dedicated to be instantiated to characterize collaborative situations in a very wide range of application domains. This metamodel (describing collaborative situation between organizations) is structured according to four complementary dimensions: the context (social, physical and geographical environment), the partners (the involved organizations, their capabilities resources and relations), the objectives (the aims of the network, the goals to be the achieved and the risks to avoid, etc.) and the behaviour (the collaborative processes to be implemented by the partners to achieve the objectives in the considered context). Besides, this metamodel can be extended for some precise application domains. This article focuses on this mechanism in the specific context of crisis management.

Item Type:Article
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Ecole nationale supérieure des Mines d'Albi-Carmaux - IMT Mines Albi (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Other partners > Iterop (FRANCE)
Other partners > Beijing Jiaotong University - BJTU (CHINA)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Other partners > Worldline (FRANCE)
Other partners > Beijing University of Technology - BJUT (CHINA)
Laboratory name:
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Deposited On:26 Jan 2021 15:33

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