Data Mining for Internet of Things: A Survey

Author

Chun-Wei Tsai ; Chin-Feng Lai ; Ming-Chao Chiang ; Yang, L.T.

Author_Institution

Dept. of Appl. Inf. & Multimedia, Chia Nan Univ. of Pharmacy & Sci., Tainan, Taiwan

Volume

16

Issue

1

fYear

2014

fDate

First Quarter 2014

Firstpage

77

Lastpage

97

Abstract

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.

Keywords

Internet of Things; data mining; Internet of things; data mining; Clustering algorithms; Data handling; Data mining; Data storage systems; Information management; Internet; Wireless sensor networks; Internet of Things; data mining;

fLanguage

English

Journal_Title

Communications Surveys & Tutorials, IEEE

Publisher

ieee

ISSN

1553-877X

Type

jour

DOI

10.1109/SURV.2013.103013.00206

Filename

6674155