An AI framework and a metamodel for collaborative situations: Application to crisis management contexts - IMT Mines Albi-Carmaux Access content directly
Journal Articles Journal of Contingencies and Crisis Management Year : 2020

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

Frederick Benaben
Audrey Fertier
Aurelie Montarnal
Sébastien Truptil
Matthieu Lauras
Guillaume Mace‐ramete
  • Function : Author
Loïc Bidoux
  • Function : Author
Jacques Lamothe

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.
Fichier principal
Vignette du fichier
An-AI-framework-and-a-metamodel-for-collaborative-situations-Application-to-crisis-management-contexts.pdf (1.88 Mo) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-02953739 , version 1 (06-10-2020)

Identifiers

Cite

Frederick Benaben, Audrey Fertier, Aurelie Montarnal, Wenxin Mu, Zheng Jiang, et al.. An AI framework and a metamodel for collaborative situations: Application to crisis management contexts. Journal of Contingencies and Crisis Management, 2020, 28 (3), pp.291-306. ⟨10.1111/1468-5973.12310⟩. ⟨hal-02953739⟩
149 View
232 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More