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PREDICAT: A Semantic Service-Oriented Platform for Data Interoperability and Linking in Earth Observation and Disaster Prediction

Authors :
Bernard Archimède
Hela Taktak
Hajer Baazaoui Zghal
Sana Ben Abdallah Ben Lamine
Chirine Ghedira Guegan
Khouloud Boukadi
Maroua Masmoudi
Mohamed Hedi Karray
Michael Mrissa
Centre National de la Recherche Scientifique - CNRS (FRANCE)
Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de la Manouba - UMA (TUNISIA)
InnoRenew CoE (SLOVENIA)
Université de Lyon - UDL (FRANCE)
Université Jean Moulin Lyon 3 (FRANCE)
Université de Sfax (TUNISIA)
Laboratoire d'InfoRmatique en Image et Systèmes d'information - LIRIS (Villeurbanne, France)
Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL)
Faculté des Sciences Economiques et de Gestion de Sfax (FSEG Sfax)
Université de Sfax - University of Sfax-Université de Sfax - University of Sfax
Service Oriented Computing (SOC)
Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS)
Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-École Centrale de Lyon (ECL)
Université de Lyon-Université Lumière - Lyon 2 (UL2)-Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Université Lumière - Lyon 2 (UL2)
Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174) (FEMTO-ST)
Université de Technologie de Belfort-Montbeliard (UTBM)-Ecole Nationale Supérieure de Mécanique et des Microtechniques (ENSMM)-Université de Franche-Comté (UFC)
Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire de recherche en Génie Logiciel, Applications distribuées, Systèmes décisionnels et Imagerie intelligente [Manouba] (RIADI)
École Nationale des Sciences de l'Informatique [Manouba] (ENSI)
Université de la Manouba [Tunisie] (UMA)-Université de la Manouba [Tunisie] (UMA)
Laboratoire Génie de Production (LGP)
Ecole Nationale d'Ingénieurs de Tarbes
InnoRenew CoE
Source :
SOCA, Proceedings of the SOCA 2018 : The 11th IEEE International conference on service oriented computing and applications, SOCA 2018 :The 11th IEEE International conference on service oriented computing and applications, SOCA 2018 :The 11th IEEE International conference on service oriented computing and applications, Nov 2018, PARIS, France. pp.194-201, ⟨10.1109/SOCA.2018.00035⟩
Publication Year :
2018
Publisher :
IEEE, 2018.

Abstract

International audience; The increasing volume of data generated by earth observation programs such as Copernicus, NOAA, and NASA Earth Data, is overwhelming. Although these programs are very costly, data usage remains limited due to lack of interoperability and data linking. In fact, multi-source and heterogeneous data exploitation could be significantly improved in different domains especially in the natural disaster prediction one. To deal with this issue, we introduce the PREDICAT project that aims at providing a semantic service-oriented platform to PREDIct natural CATastrophes. The PREDICAT platform considers (1) data access based on web service technology; (2) ontology-based interoperability for the environmental monitoring domain; (3) data integration and linking via big data techniques; (4) a prediction approach based on semantic machine learning mechanisms. The focus in this paper is to provide an overview of the PREDICAT platform architecture. A scenario explaining the operation of the platform is presented based on data provided by our collaborators, including the international intergovernmental Sahara and Sahel Observatory (OSS).

Details

Database :
OpenAIRE
Journal :
2018 IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA)
Accession number :
edsair.doi.dedup.....aa6547f44b388f1ff8eb634a802774e1
Full Text :
https://doi.org/10.1109/soca.2018.00035