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Louis Hickman
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Text preprocessing for text mining in organizational research: Review and recommendations
L Hickman, S Thapa, L Tay, M Cao, P Srinivasan
Organizational Research Methods 25 (1), 114-146, 2022
3832022
Automated Video Interview Personality Assessments: Reliability, Validity, and Generalizability Investigations
L Hickman, N Bosch, V Ng, R Saef, L Tay, SE Woo
Journal of Applied Psychology 107 (8), 1323–1351, 2022
1702022
Effective leadership development in information technology: building transformational and emergent leaders
L Hickman, M Akdere
Industrial and Commercial Training 50 (1), 1-9, 2018
1162018
Psychometric and Validity Issues in Machine Learning Approaches to Personality Assessment: A Focus on Social Media Text Mining
L Tay, SE Woo, L Hickman, RM Saef
European Journal of Personality, 2020
1032020
Bias and Fairness in Multimodal Machine Learning: A Case Study of Automated Video Interviews
BM Booth, L Hickman, SK Subburaj, L Tay, SE Woo, SK D'Mello
Proceedings of the 2021 International Conference on Multimodal Interaction …, 2021
762021
Developing and Evaluating Language-Based Machine Learning Algorithms for Inferring Applicant Personality in Video Interviews
L Hickman, R Saef, V Ng, SE Woo, L Tay, N Bosch
Human Resource Management Journal, 2021
682021
A Conceptual Framework for Investigating and Mitigating Machine-Learning Measurement Bias (MLMB) in Psychological Assessment
L Tay, SE Woo, L Hickman, BM Booth, S D’Mello
Advances in Methods and Practices in Psychological Science 5 (1 …, 2022
652022
Developing Leadership Competencies for STEM Fields: The Case of Purdue Polytechnic Leadership Academy
M Akdere, L Hickman, M Kirchner
Advances in Developing Human Resources 21 (1), 49-71, 2019
592019
Studying Politeness across Cultures using English Twitter and Mandarin Weibo
M Li, L Hickman, L Tay, L Ungar, SC Guntuku
Proceedings of the ACM on Human-Computer Interaction 4 (CSCW2), 1-15, 2020
532020
Developing intercultural competencies through virtual reality: Internet of Things applications in education and learning
L Hickman, M Akdere
2018 15th Learning and Technology Conference (L&T), 24-28, 2018
462018
Stakeholder Theory: Implications for Total Quality Management in Higher Education
L Hickman, M Akdere
422017
Exploring virtual reality for developing soft-skills in STEM education
L Hickman, M Akdere
2017 7th World Engineering Education Forum (WEEF), 461-465, 2017
342017
Exploring information technology-business alignment through stakeholder theory: a review of literature
L Hickman, M Akdere
Industrial and commercial training 51 (4), 228-243, 2019
292019
A Social Media Study on Demographic Differences in Perceived Job Satisfaction
K Saha, A Yousuf, L Hickman, P Gupta, L Tay, M De Choudhury
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW1), 1-29, 2021
282021
Validity evidence for off-the-shelf language-based personality assessment using video interviews: Convergent and discriminant relationships with self and observer ratings
L Hickman, L Tay, SE Woo
Personnel Assessment and Decisions 5 (3), 3, 2019
282019
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews
BM Booth, L Hickman, SK Subburaj, L Tay, SE Woo, SK D’Mello
IEEE Signal Processing Magazine 38 (6), 84-95, 2021
252021
Reducing subgroup differences in personnel selection through the application of machine learning
YK Nan Zhang, Mo Wang, Heng Xu, Nick Koenig, Louis Hickman, Jason Kuruzovich ...
Personnel Psychology, 2023
212023
Automatic Scoring of Speeded Interpersonal Assessment Center Exercises Via Machine Learning: Initial Psychometric Evidence and Practical Guidelines
L Hickman, CN Herde, F Lievens, L Tay
International Journal of Selection and Assessment, 2023
182023
Using artificial intelligence to assess personal qualities in college admissions
B Lira, M Gardner, A Quirk, C Stone, A Rao, L Ungar, S Hutt, L Hickman, ...
Science Advances 9 (41), eadg9405, 2023
162023
Automated tracking of components of job satisfaction via text mining of twitter data
L Hickman, K Saha, M De Choudhury, L Tay
ML Symposium, SIOP, 1-11, 2019
162019
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Articles 1–20