Conference
Semantic-based collaborative decisional system integrating fuzzy reasoning in an IoT context ; Un système d'aide à la décision collaboratif intégrant le raisonnement flou dans un contexte d'objets connectés
| العنوان: | Semantic-based collaborative decisional system integrating fuzzy reasoning in an IoT context ; Un système d'aide à la décision collaboratif intégrant le raisonnement flou dans un contexte d'objets connectés |
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| المؤلفون: | Besbes, Ghada, Baazaoui-Zghal, Hajer, Pollet, Yann |
| المساهمون: | Université de la Manouba Tunisie (UMA), CEDRIC. Systèmes sûrs (CEDRIC - SYS), Centre d'études et de recherche en informatique et communications (CEDRIC), Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE)-Conservatoire National des Arts et Métiers CNAM (CNAM)-Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE)-Conservatoire National des Arts et Métiers CNAM (CNAM) |
| المصدر: | ISD 2019 : 28th International Conference on Information Systems Development ; https://cnam.hal.science/hal-02463218 ; ISD 2019 : 28th International Conference on Information Systems Development, Aug 2019, Toulon, France |
| بيانات النشر: | HAL CCSD |
| سنة النشر: | 2019 |
| مصطلحات موضوعية: | Ontology, Fuzzy reasoning, IoT, Collaborative decisional system, [INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE] |
| جغرافية الموضوع: | Toulon, France |
| الوصف: | International audience ; Technologies such as IoT and Big data use advanced representation models and methods to lead to coherent systems and softwares. Nevertheless, there is a substantial lack of approaches able to support uncertain data and fuzzy environment to build a bridge between physical objects, semantic real-world view and the systemic view. In this work, we propose a semantic driven approach to support a decisional system based on semantic representation and an accurate fuzzy reasoning using the Choquet Integral method. The proposed generic architecture takes into consideration the formal representation of the real world, users' needs and processes. Further, we focus on the relation between them and the dependence between different criteria. A detailed case study in the agriculture domain is also presented to showcase the interest of our proposal. |
| نوع الوثيقة: | conference object |
| اللغة: | English |
| الاتاحة: | https://cnam.hal.science/hal-02463218 https://cnam.hal.science/hal-02463218v1/document https://cnam.hal.science/hal-02463218v1/file/Paper_95.pdf |
| Rights: | info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.325D1188 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |