Predicting Construction Workers’ Intentions to Engage in Unsafe Behaviours Using Machine Learning Algorithms and Taxonomy of Personality

Predicting Construction Workers’ Intentions to Engage in Unsafe Behaviours Using Machine Learning Algorithms and Taxonomy of Personality

Dynamic environmental circumstances can sometimes be incompatible with proactive human intentions of being safe, leading individuals to take unintended risks. Behaviour predictions, as performed in previous studies, are found to involve environmental circumstances as predictors, which might thereby...

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Bibliographic Details
Main Authors: Yifan Gao, Vicente A. González, Tak Wing Yiu, Guillermo Cabrera-Guerrero, Ruiqi Deng
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Buildings
Subjects:
machine learning
personality configuration
unsafe-behaving intentions
Online Access:https://www.mdpi.com/2075-5309/12/6/841

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