Text preprocessing for text mining in organizational research: Review and recommendations

L Hickman, S Thapa, L Tay, M Cao… - Organizational …, 2022 - journals.sagepub.com
Recent advances in text mining have provided new methods for capitalizing on the
voluminous natural language text data created by organizations, their employees, and their …

A review of machine learning applications in human resource management

S Garg, S Sinha, AK Kar, M Mani - International Journal of …, 2022 - emerald.com
Purpose This paper reviews 105 Scopus-indexed articles to identify the degree, scope and
purposes of machine learning (ML) adoption in the core functions of human resource …

Organizational decision-making structures in the age of artificial intelligence

YR Shrestha, SM Ben-Menahem… - California …, 2019 - journals.sagepub.com
How does organizational decision-making change with the advent of artificial intelligence
(AI)-based decision-making algorithms? This article identifies the idiosyncrasies of human …

Artificial intelligence, bias and clinical safety

R Challen, J Denny, M Pitt, L Gompels… - BMJ quality & …, 2019 - qualitysafety.bmj.com
In medicine, artificial intelligence (AI) research is becoming increasingly focused on
applying machine learning (ML) techniques to complex problems, and so allowing …

Intelligent recruitment: How to identify, select, and retain talents from around the world using artificial intelligence

O Allal-Chérif, AY Aránega, RC Sánchez - Technological Forecasting and …, 2021 - Elsevier
This research analyzes how digital technologies contribute to improving the successive
stages of the recruitment process: identifying, selecting, and retaining talented people. E …

Opportunities and risks of artificial intelligence in recruitment and selection

O Ore, M Sposato - International Journal of Organizational Analysis, 2022 - emerald.com
Purpose The purpose of this study is to contribute to the knowledge on the opportunities and
risks in the use of artificial intelligence (AI) in recruitment and selection by exploring the …

A comprehensive survey of artificial intelligence techniques for talent analytics

C Qin, L Zhang, Y Cheng, R Zha, D Shen… - arXiv preprint arXiv …, 2023 - arxiv.org
In today's competitive and fast-evolving business environment, it is a critical time for
organizations to rethink how to make talent-related decisions in a quantitative manner …

Systematic literature review of professional social media platforms: Development of a behavior adoption career development framework

N Ruparel, S Bhardwaj, H Seth, R Choubisa - Journal of Business …, 2023 - Elsevier
Professional social media platforms (PSMPs) have induced dynamic changes in traditional
job markets by increasing online recruitment practices. Subsequently, the search procedure …

Advanced technologies enabled human resources functions: Benefits, challenges, and functionalities: A systematic review

O Ali, K Krsteska, D Said, M Momin - Cogent Business & …, 2023 - Taylor & Francis
Human resource information systems have enhanced monitoring, documenting, and
recording functions for organizations, and consequently have accelerated swift completion …

Highly automated job interviews: Acceptance under the influence of stakes

M Langer, CJ König… - International Journal of …, 2019 - Wiley Online Library
Technological advancements allow the automation of every part of job interviews
(information acquisition, information analysis, action selection, action implementation) …