Artificial Intelligence for I-O Psychologists: Research and Applications: Organizational Science Translation and Application
Editat de Isaac Thompson, Georgi P. Yankov, Ivan Hernandezen Limba Engleză Hardback – 9 sep 2026
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Specificații
ISBN-13: 9780197807279
ISBN-10: 0197807275
Pagini: 712
Dimensiuni: 185 x 258 x 49 mm
Greutate: 1.39 kg
Editura: Oxford University Press
Colecția OUP USA
Seria Organizational Science Translation and Application
Locul publicării:New York, United States
ISBN-10: 0197807275
Pagini: 712
Dimensiuni: 185 x 258 x 49 mm
Greutate: 1.39 kg
Editura: Oxford University Press
Colecția OUP USA
Seria Organizational Science Translation and Application
Locul publicării:New York, United States
Notă biografică
Georgi Yankov, Ph.D., is Senior Scientist of Assessment Innovation at Hogan Assessment Systems, specializing in psychometrics, individual differences, and machine learning. He has led major projects on personality and intelligence tests, work-attitudes surveys, competency models, and organizational diagnostics. Previously at DDI, he developed LLM-powered products that score written behavioural simulations with human-level reliability. His work appears in journals such as Personnel Psychology, PAID, TIP, and JTPP, and at SIOP conferences. He has authored books on MMPI forensic applications and personality. Georgi holds master's degrees from Sofia University, Baruch College (Fulbright), and a Ph.D. in I-O Psychology from Bowling Green State University.Isaac Thompson, Ph.D., serves as Senior Research Scientist at Amazon, leading the development and implementation of science-based AI tools in the hiring domain. Previously, as Director of Data Science at Modern Hire, he created novel AI-scoredassessments used by 50% of the Fortune 100. Before that, Thompson was the second data scientist ever hired at Red Hat, where he led advanced analytics projects during the company's high-growth years. His research applies machine learning and deep learning to personnel selection, psychometrics, and organizational measurement. Thompson has published in top-tier journals and chairs the annual SIOP Machine Learning Competition. He earned his Ph.D. in Industrial-Organizational Psychology from North Carolina State University.Ivan Hernandez, Ph.D., serves as Assistant Professor and Director of the Computational Organizational Research Lab at Virginia Tech. He earned his Ph.D. in Social/Organizational Psychology from the University of Illinois at Urbana-Champaign in 2015, with postdoctoral training at Northwestern University. His research applies computational methods and neural networks to organizational science, with publications in Organizational Research Methods and Journal of Personality andSocial Psychology. Hernandez has secured significant research funding, including a $1.5 million project from the Army Research Institute. He led the winning team in the 2023 SIOP Machine Learning Competition and has presented workshops at institutions including MITRE Corporation and Michigan State University.