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Coupling Case Based Reasoning and Process Mining for a Web Based Crisis Management Decision Support System.

Sameh Triki 1 Narjes Bellamine Ben Saoud 2 Julie Dugdale 3 Chihab Hanachi 4, 5
1 ENSI - École Nationale des Sciences de l'Informatique [Manouba]
2 RIADI - Laboratoire de recherche en Génie Logiciel, Applications distribuées, Systèmes décisionnels et Imagerie intelligente [Manouba]
3 MAGMA - Modélisation d’agents autonomes en univers multi-agents
LIG - Laboratoire d'Informatique de Grenoble
4 IRIT-SMAC - Systèmes Multi-Agents Coopératifs
IRIT - Institut de recherche en informatique de Toulouse
5 UT1 - Université Toulouse 1 Capitole
Abstract : This paper presents a research in progress that aims to design and develop a web-based shared environment for stakeholders involved in disaster management. The goal of this environment is two-fold. Firstly it will provide a reliable disaster information source to facilitate the exchange and the analysis of previous crisis information. Secondly, it will assimilate best practices and provide recommendations based on experiences from previous disasters. One of the first steps towards such an environment is to elaborate a common and generic disaster model. This model is also a reference to define a template for the case base of previous disasters. In order for our system to provide recommendations based on previous practices, we combine case based reasoning with process mining. This article presents the first step towards a disaster management decision support system, specifically providing guidance on how to integrate process mining in the case based reasoning cycle.
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Conference papers
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https://hal.inria.fr/hal-00952164
Contributor : Sylvie Pesty <>
Submitted on : Thursday, February 27, 2014 - 12:10:47 PM
Last modification on : Wednesday, June 9, 2021 - 10:00:26 AM

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CNRS | UNIV-TLSE2 | LIG_SIC_MAGMA | LIG_SIC | LIG | SMS | UNIV-TLSE3 | UT1-CAPITOLE | IRIT | IRIT-SMAC | UGA | IRIT-ICI | IRIT-UT1C

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Sameh Triki, Narjes Bellamine Ben Saoud, Julie Dugdale, Chihab Hanachi. Coupling Case Based Reasoning and Process Mining for a Web Based Crisis Management Decision Support System.. WETICE 2013 - 22nd International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, Jun 2013, Hammamet, Tunisia. pp.245-252, ⟨10.1109/WETICE.2013.77⟩. ⟨hal-00952164⟩

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