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DREAM: Dynamic data Relation Extraction using Adaptive Multi-agent systems

Belghache, Elhadi and Georgé, Jean-Pierre and Gleizes, Marie-Pierre DREAM: Dynamic data Relation Extraction using Adaptive Multi-agent systems. (2017) In: Twelfth International Conference on Digital Information Management (ICDIM), 12 September 2017 - 14 September 2017 (Kyushu University, Fukuoka, Japan).

(Document in English)

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Official URL: https://doi.org/10.1109/ICDIM.2017.8244684


Understanding data is the main purpose of data science and how to achieve it is one of data science challenges, especially when dealing with big data. In order to find meaning and relevant information drowned in the data flood, while overcoming big data challenges, one should rely on an analytic tool able to find relations between data, evaluate them and detect their changes and evolution over time. The aim of this paper is to present the DREAM1 tool for dynamic data relations discovery and dynamic display based on a collective artificial intelligence Adaptive Multi-Agent System (AMAS) that uses a new data similarity metric, the Dynamics Correlation. It is currently being applied in the neOCampus operation, the ambient campus of the University of Toulouse III - Paul Sabatier.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE. The original document is available on IEEE Xplore. https://ieeexplore.ieee.org/document/8244684. © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-02641016
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Deposited On:13 May 2020 08:12

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