A Real Data Analysis in an Internet of Things Environment

João Poletti, Lucas Martins, Samuel Almeida, Maristela Holanda, Rafael Sousa Júnior

Abstract

The Internet of Things (IoT) emerged as a consequence of the advanced development of increasingly interconnected intelligent devices. These devices integrate within our environment to achieve specific goals that can relate to the areas of object tracking, health care, security, transport, and recreation. However, the amount of devices connected to the Internet and their variety is a problem that needs attention. The purpose of this paper is to present analysis based on real data retrieved from devices inside an IoT universe. The paper proposes a strategy for data extraction as well as a method for handling the information by filtering it and applying an analysis in order to identify different types of measuring devices and techniques to validate the measurements retrieved from the objects. Two techniques from the data mining were used, linear regression and clustering, and another one was developed. The results give different alternatives for the distribution of data in hypothetical devices that were inferred.

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Paper Citation


in Harvard Style

Poletti J., Martins L., Almeida S., Holanda M. and Sousa Júnior R. (2019). A Real Data Analysis in an Internet of Things Environment.In Proceedings of the 4th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, ISBN 978-989-758-369-8, pages 438-445. DOI: 10.5220/0007800304380445


in Bibtex Style

@conference{iotbds19,
author={João Poletti and Lucas Martins and Samuel Almeida and Maristela Holanda and Rafael Sousa Júnior},
title={A Real Data Analysis in an Internet of Things Environment},
booktitle={Proceedings of the 4th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,},
year={2019},
pages={438-445},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007800304380445},
isbn={978-989-758-369-8},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,
TI - A Real Data Analysis in an Internet of Things Environment
SN - 978-989-758-369-8
AU - Poletti J.
AU - Martins L.
AU - Almeida S.
AU - Holanda M.
AU - Sousa Júnior R.
PY - 2019
SP - 438
EP - 445
DO - 10.5220/0007800304380445