Machine Learning as a Tool to Analyze Life Quality Improvement Through a Country's Governance

Nowadays, technologies help us collect and store large amounts of information. It can come from sensors monitoring physical variables such as the temperature of a city throughout the year, or it can be processed data from surveys. All this information is analyzed to make decisions in the future. This article explores Artificial Intelligence tools, specifically machine learning, to analyze the country's life quality improvement through its statistical governance data. Through a case study, these Artificial Intelligence tools are used. Among the results, it was found that the first stages of machine learning to analyze survey data allow us to understand the relationships between the different variables that involve the governance of a country and the life quality improvement of its inhabitants. Another result was that statistical data and machine learning tools make it possible to predict these variables' behavior in the future.

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Publication Details

Published
2024-11-27
DOI
https://doi.org/10.1109/ihtc61819.2024.10855098
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
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article

Machine Learning as a Tool to Analyze Life Quality Improvement Through a Country's Governance

Héctor Rafael Morano-Okuno, Guillermo Sandoval-Benitez, Rafael Caltenco-Castillo
Impact of AI and Big Data on Business and Society
article

Machine Learning as a Tool to Analyze Life Quality Improvement Through a Country's Governance

Héctor Rafael Morano-Okuno, Guillermo Sandoval-Benitez, Rafael Caltenco-Castillo
article en

Abstract

Nowadays, technologies help us collect and store large amounts of information. It can come from sensors monitoring physical variables such as the temperature of a city throughout the year, or it can be processed data from surveys. All this information is analyzed to make decisions in the future. This article explores Artificial Intelligence tools, specifically machine learning, to analyze the country's life quality improvement through its statistical governance data. Through a case study, these Artificial Intelligence tools are used. Among the results, it was found that the first stages of machine learning to analyze survey data allow us to understand the relationships between the different variables that involve the governance of a country and the life quality improvement of its inhabitants. Another result was that statistical data and machine learning tools make it possible to predict these variables' behavior in the future.

Tecnológico de Monterrey (MX)
Openalex Percentile: Top 68%
Impact of AI and Big Data on Business and Society
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Machine Learning as a Tool to Analyze Life Quality Improvement Through a Country's Governance — Héctor Rafael Morano-Okuno, Guillermo Sandoval-Benitez, et al. · (2024) | TGRS Research Map | TGRS