دانلود رایگان مقاله انگلیسی ادغام کلان داده ها در اینترنت اشیا - الزویر 2018

عنوان فارسی
ادغام کلان داده ها در اینترنت اشیا
عنوان انگلیسی
Big Data Fusion in Internet of Things
صفحات مقاله فارسی
0
صفحات مقاله انگلیسی
4
سال انتشار
2018
نشریه
الزویر - Elsevier
فرمت مقاله انگلیسی
PDF
کد محصول
E6841
رشته های مرتبط با این مقاله
مهندسی فناوری اطلاعات، مهندسی کامپیوتر
گرایش های مرتبط با این مقاله
اینترنت و شبکه های گسترده
مجله
ادغام اطلاعات - Information Fusion
دانشگاه
State Key Laboratory of Integrated Services Networks - School of Cyber Engineering - Xidian University - China
بخشی از متن مقاله

The Internet of Things (IoT) brings the real physical world, virtual cyber world and digital world together. Varieties of sensors, such as mobile termainals, cameras, microchips, wearables and even the Internet and socialized human beings, play an important role in IoT. These sensors collect, generate, and preserve a diversity of data with different representations, scales, and densities from various “things”, which offers IoT the ability to measure, infer and understant environments. Integrating things, data and semantic opens opportunities for knowledge discovery, and further makes it possible to provide advanced and intelligent services.


Data (information) fusion is an essential and integral part of IoT. Data in IoT characterised by dynamic and heterogeneous leads to inadequacy of simple single-source analysis methods. Data fusion integrates multiple data and knowledge into a consistent, accurate and useful representation, in which the data are fused to high-quality information to provide a reliable decision support. Therefore, it is important to investigate techniques for understanding and resolving issues about data fusion in IoT.


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