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Article · King Abdullah University of Science and Technology Repository · May 5, 2019

Application of bayesian networks for estimation of individual psychological characteristics Zastosowanie sieci Bayesowskich do oceny indywidualnych cech psychologicznych

Alexander Litvinenko, Orken J. Mamyrbayev, Litvinenko, Natalya, Assem Shayakhmetova, Kotyra, Andrzej

Abstract

An accurate qualitative and comprehensive assessment of human potential is one of the most important challenges in any company or collective. We apply Bayesian networks for developing more accurate overall estimations of psychological characteristics of an individual, based on psychological test results, which identify how much an individual possesses a certain trait. Examples of traits could be a stress resistance, the readiness to take a risk, the ability to concentrate on certain complicated work.

Bayesian Modeling and Causal InferencePsychometric Methodologies and TestingAI and HR TechnologiesBayesian networkspsychological characteristics

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