Data Mining for Internet of Things: A Survey

It sounds like mission impossible to connect everything on the earth together via internet, but Internet of Things (IoT) will dramatically change our life in the foreseeable future, by making many "impossibles" possible. To many, the massive data generated or captured by IoT are considered...

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Bibliographic Details
Published in:IEEE Communications surveys and tutorials 2014-01, Vol.16 (1), p.77-97
Main Authors: Tsai, Chun-Wei, Lai, Chin-Feng, Chiang, Ming-Chao, Yang, Laurence T.
Format: Article
Language:English
Subjects:
Acoustics
Clustering algorithms
Data handling
Data mining
Data storage systems
Earth
Information management
Internet
Internet of Things
Missions
Trends
Wireless sensor networks
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Summary:It sounds like mission impossible to connect everything on the earth together via internet, but Internet of Things (IoT) will dramatically change our life in the foreseeable future, by making many "impossibles" possible. To many, the massive data generated or captured by IoT are considered having highly useful and valuable information. Data mining will no doubt play a critical role in making this kind of system smart enough to provide more convenient services and environments. This paper begins with a discussion of the IoT. Then, a brief review of the features of "data from IoT" and "data mining for IoT' is given. Finally, changes, potentials, open issues, and future trends of this field are addressed.
ISSN:1553-877X
2373-745X
DOI:10.1109/SURV.2013.103013.00206