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Developing Vehicular Data Cloud Services in the IoT Environment

He, Wu ; Yan, Gongjun ; Xu, Li Da

IEEE transactions on industrial informatics, 2014-05, Vol.10 (2), p.1587-1595

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Título:
Developing Vehicular Data Cloud Services in the IoT Environment
Autor: He, Wu ; Yan, Gongjun ; Xu, Li Da
Assuntos: Automobile service ; Cloud computing ; Computer architecture ; Data mining ; intelligent transportation systems (ITSs) ; internet of things (IoT) ; Logistics ; Mathematical models ; Parking ; Platforms ; Regression ; Sensors ; Service-oriented architecture ; service-oriented architecture (SOA) ; Transportation ; Vehicles ; Wireless sensor networks
É parte de: IEEE transactions on industrial informatics, 2014-05, Vol.10 (2), p.1587-1595
Notas: ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
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Descrição: The advances in cloud computing and internet of things (IoT) have provided a promising opportunity to resolve the challenges caused by the increasing transportation issues. We present a novel multilayered vehicular data cloud platform by using cloud computing and IoT technologies. Two innovative vehicular data cloud services, an intelligent parking cloud service and a vehicular data mining cloud service, for vehicle warranty analysis in the IoT environment are also presented. Two modified data mining models for the vehicular data mining cloud service, a Naïve Bayes model and a Logistic Regression model, are presented in detail. Challenges and directions for future work are also provided.
Editor: Piscataway: IEEE
Idioma: Inglês

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