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Managing and controlling COVID-19 in Lebanon using IoT and Artificial Intelligence
- Source :
- Virtual Conference on Fintech, Business Ecosystem & Economic Development, Virtual Conference on Fintech, Business Ecosystem & Economic Development, Jun 2021, virtual, France
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- International audience; COVID-19 recently grew as a major problem worldwide and is considered the pandemic of the third century. Among the issues in dealing with this pandemic is the urgency, the bad communication, the decentralization of decision and the mismanagement of this crisis. In order to address these issues, the authors propose the use of Internet of Things and Artificial Intelligence. The Internet of Things proposes several solutions to the aforementioned problems, while using the Genetic Algorithm in AI to calibrate the proposed generalized SEIR mathematical model. This model, when calibrated to the existent recorded and confirmed data in Lebanon, will help predict the number of infected individuals. Thus, it will better prepare for the fight with the virus.
- Subjects :
- [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]
[INFO.INFO-SY] Computer Science [cs]/Systems and Control [cs.SY]
[INFO.INFO-SE] Computer Science [cs]/Software Engineering [cs.SE]
Internet of Things
[INFO.INFO-CE]Computer Science [cs]/Computational Engineering, Finance, and Science [cs.CE]
[INFO.INFO-CE] Computer Science [cs]/Computational Engineering, Finance, and Science [cs.CE]
[INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE]
[INFO.INFO-IA]Computer Science [cs]/Computer Aided Engineering
[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
[INFO.INFO-IA] Computer Science [cs]/Computer Aided Engineering
[INFO.INFO-ES] Computer Science [cs]/Embedded Systems
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
[INFO.INFO-PF]Computer Science [cs]/Performance [cs.PF]
[INFO.INFO-PF] Computer Science [cs]/Performance [cs.PF]
Artificial Intelligence
Machine learning
[INFO.INFO-SY]Computer Science [cs]/Systems and Control [cs.SY]
[INFO.INFO-ES]Computer Science [cs]/Embedded Systems
[INFO.INFO-MO] Computer Science [cs]/Modeling and Simulation
COVID-19 Lebanon
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Virtual Conference on Fintech, Business Ecosystem & Economic Development, Virtual Conference on Fintech, Business Ecosystem & Economic Development, Jun 2021, virtual, France
- Accession number :
- edsair.dedup.wf.001..cd429ae75567414261bd9fb5091143dd