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PREDICAT: a semantic service-oriented platform for data interoperability and linking in earth observation and disaster prediction

Masmoudi, Maroua and Taktak, Hela and Ben Abdallah Ben Lamine, Sana and Boukadi, khouloud and Karray, Mohamed Hedi and Baazaoui Zghal, Hajer and Archimède, Bernard and Mrissa, Michael and Guegan, Chirine Ghedira PREDICAT: a semantic service-oriented platform for data interoperability and linking in earth observation and disaster prediction. (2019) In: SOCA 2018 :The 11th IEEE International conference on service oriented computing and applications, 19 November 2018 - 22 November 2018 (PARIS, France).

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Official URL: https://doi.org/10.1109/SOCA.2018.00035

Abstract

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).

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-01990258
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Université de la Manouba - UMA (TUNISIA)
Other partners > InnoRenew CoE (SLOVENIA)
Other partners > Université de Lyon - UDL (FRANCE)
Other partners > Université Jean Moulin Lyon 3 (FRANCE)
Other partners > Université de Sfax (TUNISIA)
Laboratory name:
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Deposited By: Hedi Karray
Deposited On:14 Mar 2019 16:56

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