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دسته بندی:
اینترنت اشیاء - Internet of Things
سال انتشار:
2017
عنوان انگلیسی مقاله:
COLLECT: COLLaborativE ConText-aware service oriented architecture for intelligent decision-making in the Internet of Things
ترجمه فارسی عنوان مقاله:
معماری سرویس گرا متن اگاه همکارانه برای تصمیم گیری هوشمند در اینترنت اشیاء
منبع:
Sciencedirect - Elsevier - Expert Systems With Applications, 85 (2017) 231-248. doi:10.1016/j.eswa.2017.05.034
نویسنده:
Alfonso Garcia-de-Prado∗, Guadalupe Ortiz, Juan Boubeta-Puig
چکیده انگلیسی:
Internet of Things (IoT) has radically transformed the world; currently, every device can be connected
to the Internet and provide valuable information for decision-making. In spite of the fast evolution of
technologies accompanying the grow of IoT, we are still faced with the challenge of providing a service
oriented architecture, which facilitates the inclusion of data coming together from several IoT devices,
data delivery among a system’s agents, real-time data processing and service provision to users. Fur
thermore, context-aware data processing and architectures still pose a challenge, in spite of being key
requirements in order to get stronger IoT architectures. To face this challenge, we propose a COLLabora
tive ConText Aware Service Oriented Architecture (COLLECT), which facilitates both the integration of IoT
heterogeneous domain context data — through the use of a light message broker — and easy data delivery
among several agents and collaborative participants in the system — making use of an enterprise service
bus —. In addition, this architecture provides real-time data processing thanks to the use of a complex
event processing engine as well as services and intelligent decision-making procedures to users accord
ing to the needs of the domain in question. As a result, COLLECT has a great impact on context-aware
decentralized and collaborative reasoning for IoT, promoting context-aware intelligent decision making in
such scope. Since context-awareness is key for a wide range of recommender and intelligent systems,
the presented novel solution improves decision making in a large number of fields where such systems
require to promptly process a variety of ubiquitous collaborative and context-aware data.
Keywords: Service oriented architecture | Complex event processing | Collaborative Internet of Things | Context awareness | Intelligent decision-making
قیمت: رایگان
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