Louis Hickman

Text Preprocessing for Text Mining in Organizational Research: Review and Recommendations

Louis Hickman, Stuti Thapa, Louis Tay et al. · Organizational Research Methods · 2020 · 331 citations

Engineering, Business Intelligence, Communication +27

Automated video interview personality assessments: Reliability, validity, and generalizability investigations.

Louis Hickman, Nigel Bosch, Vincent Ng et al. · Journal of Applied Psychology · 2021 · 141 citations · Full text

Psychometric and Validity Issues in Machine Learning Approaches to Personality Assessment: A Focus on Social Media Text Mining

Louis Tay, Sang Eun Woo, Louis Hickman et al. · European Journal of Personality · 2020 · 95 citations

Engineering, Social Medium Monitoring, Education +23

Bias and Fairness in Multimodal Machine Learning: A Case Study of Automated Video Interviews

Brandon M. Booth, Louis Hickman, Shree Krishna Subburaj et al. · 2021 · 55 citations · Full text

A Conceptual Framework for Investigating and Mitigating Machine-Learning Measurement Bias (MLMB) in Psychological Assessment

Louis Tay, Sang Eun Woo, Louis Hickman et al. · Advances in Methods and Practices in Psychological Science · 2022 · 55 citations · Full text

Artificial Intelligence, Machine Learning, Discrimination +21