Mitigating algorithm aversion in recruiting: A study on explainable AI for conversational agents

J Fleiß, E Bäck, S Thalmann - … Database: the DATABASE for Advances in …, 2024 - dl.acm.org
The use of conversational agents (CAs) based on artificial intelligence (AI) is becoming
more common in the field of recruiting. Organizations are now adopting AI-based CAs for …

In the AI of the Beholder—A Qualitative Study of HR Professionals' Beliefs about AI-Based Chatbots and Decision Support in Candidate Pre-Selection

C Malin, C Kupfer, J Fleiß, B Kubicek… - Administrative Sciences, 2023 - mdpi.com
Despite the high potential of artificial intelligence (AI), its actual adoption in recruiting is low.
Explanations for this discrepancy are scarce. Hence, this paper presents an exploratory …

[HTML][HTML] Repelled at first sight? Expectations and intentions of job-seekers reading about AI selection in job advertisements

JS Wesche, A Sonderegger - Computers in human behavior, 2021 - Elsevier
Artificial intelligence (AI) is increasingly used in personnel selection to automate decision-
making. Initial evidence points to negative effects of automating these procedures on …

[PDF][PDF] The influence of algorithm aversion and anthropomorphic agent design on the acceptance of AI-based job recommendations.

J Ochmann, L Michels, S Zilker, V Tiefenbeck… - ICIS, 2020 - researchgate.net
Artificial intelligence (AI) offers promising tools to support the job-seeking process by
providing automatic and user-centered job recommendations. However, job seekers often …

Should I trust the artificial intelligence to recruit? Recruiters' perceptions and behavior when faced with algorithm-based recommendation systems during resume …

A Lacroux, C Martin-Lacroux - Frontiers in Psychology, 2022 - frontiersin.org
Resume screening assisted by decision support systems that incorporate artificial
intelligence is currently undergoing a strong development in many organizations, raising …

Applying XAI to an AI-based system for candidate management to mitigate bias and discrimination in hiring

L Hofeditz, S Clausen, A Rieß, M Mirbabaie… - Electronic Markets, 2022 - Springer
Assuming that potential biases of Artificial Intelligence (AI)-based systems can be identified
and controlled for (eg, by providing high quality training data), employing such systems to …

Artificial intelligence in employee recruitment

YS Balcioğlu, M Artar - Global Business and Organizational …, 2024 - Wiley Online Library
The primary goal of this research is to investigate candidate attitudes toward artificial
intelligence (AI)‐supported chatbots as an alternative to traditional recruitment interviews …

Allying with AI? Reactions toward human-based, AI/ML-based, and augmented hiring processes

MF Gonzalez, W Liu, L Shirase, DL Tomczak… - Computers in Human …, 2022 - Elsevier
While many organizations' hiring practices now incorporate artificial intelligence (AI) and
machine learning (ML), research suggests that job applicants may react negatively toward …

The roles of outcome and race on applicant reactions to AI systems

R Bedemariam, JL Wessel - Computers in Human Behavior, 2023 - Elsevier
Practitioners have embraced the use of Artificial Intelligence (AI) systems for employee
recruitment and selection. However, studies examining applicant reactions to AI have been …

FAT-CAT—Explainability and augmentation for an AI system: A case study on AI recruitment-system adoption

CH Lee, KJ Cha - International Journal of Human-Computer Studies, 2023 - Elsevier
Because artificial intelligence (AI) recruitment systems exhibited discriminatory decisions in
recent applications, the adoption of such systems in industry has raised doubts. As equity …