Bibliometric IoT and Machin Learning in Healthcare

Published: 25 November 2024| Version 1 | DOI: 10.17632/r9mw58chwh.1
Contributor:
Moser José

Description

This dataset is a collection of articles indexed in the Web of Science database, used for a bibliometric article on the topic Data Collection and Analysis Systems Using Machine Learning in Internet of Things. The main idea is to identify articles related to the theme through bibliometric techniques and perform analyses using tools such as VOSviewer and CiteNetExplorer to support the state of the art.

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Steps to reproduce

The initial sample of the work was obtained through research in the ISI Web of Science database. Keywords such as "internet of things" and "machine learning in health" were used, with a filter applied to select only articles, resulting in 1,139 papers. By reading the title and abstract, along with applying inclusion and exclusion criteria, 195 articles were excluded, and the ones more relevant to the area of interest were selected, which reduced the sample to 944 papers, distributed between the files data1.txt and data2.txt. To use and analyze the data contained in these files, the tools VOSviewer and CitNet Explorer are required.

Institutions

Universidade de Sao Paulo Faculdade de Medicina de Ribeirao Preto

Categories

Artificial Intelligence, Machine Learning, Internet of Things, Health, Health Care

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