Internet of things and data mining: An application oriented survey

Advancement in the fields of electronic communication, data processing, and internet technologies enable easy access to and interaction with a variety of physical devices throughout the globe. Our whole world is enveloped by a blanket of innumerable smart devices equipped with the sensors and actuat...

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Bibliographic Details
Published in:Journal of King Saud University: Computer and Information Sciences
Main Authors: Priyank Sunhare, Rameez R. Chowdhary, Manju K. Chattopadhyay
Format: Article
Language:English
Published: Springer 2022-06-01
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S131915782030416X
Description
Summary:Advancement in the fields of electronic communication, data processing, and internet technologies enable easy access to and interaction with a variety of physical devices throughout the globe. Our whole world is enveloped by a blanket of innumerable smart devices equipped with the sensors and actuators. Extensive research on the Internet of things (IoT) with cloud technologies, make it possible to accumulate tremendous data created from this heterogeneous environment and transform it into precious knowledge by utilizing data mining technologies. Furthermore, this generated knowledge will play a key role in intelligent decision making, system performance boosting, and optimum management of resources and services. With this background, this paper presents a systematic and detailed review of various data mining techniques employed in the large and small scale IoT applications to formulate an intelligent environment. It also presents an overview of cloud-assisted IoT Big data mining system to better understand the importance of data mining for an IoT environment.
ISSN:1319-1578