Development of intelligent analytical and recommendation systems of professional orientation based on psychophysical profiling and AI algorithms

<jats:p>This publication presents the results of a review of theoretical concepts and practical approaches for designing complex analytical recommendation systems based on artificial intelligence (AI) algorithms that use biometric data and indicators of mental and physical condition as reliable predictors of professional success. The relevance of the research is determined by the need to minimize personnel risks, reduce the level of professional burnout and ensure maximum synergy between the cognitive potential of a person and the requirements of a particular profession. The monograph is intended for researchers and teachers, graduate students, undergraduates, and engineers specializing in artificial intelligence.</jats:p>