Internet of Things and data mining: from applications to techniques and systems

Gaber, M.M., Aneiba, A., Basurra, S., Batty, O., Elmisery, A.M. ORCID: 0000-0003-1077-4790, Kovalchuk, Y. and Rehman, M.H.U., 2019. Internet of Things and data mining: from applications to techniques and systems. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9 (3): e1292. ISSN 1942-4787

Preview

Text 13593_a1458_Elmisery.pdf - Post-print Download (585kB) | Preview

Abstract

The Internet of Things (IoT) is the result of the convergence of sensing, computing, and networking technologies, allowing devices of varying sizes and computational capabilities (things) to intercommunicate. This communication can be achieved locally enabling what is known as edge and fog computing, or through the well‐established Internet infrastructure, exploiting the computational resources in the cloud. The IoT paradigm enables a new breed of applications in various areas including health care, energy management and smart cities. This paper starts off with reviewing these applications and their potential benefits. Challenges facing the realization of such applications are then discussed. The sheer amount of data stemmed from devices forming the IoT requires new data mining systems and techniques that are discussed and categorized later in this paper. Finally, the paper is concluded with future research directions.

Item Type:	Journal article
Publication Title:	Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Creators:	Gaber, M.M., Aneiba, A., Basurra, S., Batty, O., Elmisery, A.M., Kovalchuk, Y. and Rehman, M.H.U.
Publisher:	John Wiley
Date:	2019
Volume:	9
Number:	3
ISSN:	1942-4787
Identifiers:	Number Type 10.1002/widm.1292 DOI
Divisions:	Schools > School of Science and Technology
Record created by:	Jonathan Gallacher
Date Added:	20 Mar 2019 08:52
Last Modified:	09 Nov 2019 03:00
URI:	https://irep.ntu.ac.uk/id/eprint/36088

Actions (login required)

Edit View

Views

Downloads