Strategies to identify and mitigate unconscious biases in algorithmic hiring/Author Matus Rovnak

M Rovnak - 2023 - epub.jku.at
The recent boom in cross-industrial utilization of AI solutions raised many open questions
regarding ethics, fairness, and bias, especially in the field of HR, where individual careers …

Algorithmic Bias: An Integrative Review and Scope for Future Research

AK CHAUDHARY - 2024 - researchsquare.com
Abstract Today Artificial Intelligence and Machine Learning (ML) algorithms are influencing
various aspects of human life, for instance-healthcare, loan provision, education …

Converging human and algorithmic biases in the hiring decision-making process

L Aminou, A Daaif, M Soulami… - … and Computer Vision …, 2024 - ieeexplore.ieee.org
The intersection of human expertise and cutting-edge Artificial Intelligence (AI) marks the
beginning of a new era in intelligent and efficient hiring systems. However, each also …

A Comprehensive Review of AI Techniques for Addressing Algorithmic Bias in Job Hiring

E Albaroudi, T Mansouri, A Alameer - AI, 2024 - mdpi.com
The study comprehensively reviews artificial intelligence (AI) techniques for addressing
algorithmic bias in job hiring. More businesses are using AI in curriculum vitae (CV) …

Fairness in AI-Driven Recruitment: Challenges, Metrics, Methods, and Future Directions

DF Mujtaba, NR Mahapatra - arXiv preprint arXiv:2405.19699, 2024 - arxiv.org
The recruitment process is crucial to an organization's ability to position itself for success,
from finding qualified and well-fitting job candidates to impacting its output and culture …

Rethinking Artificial Intelligence: Algorithmic Bias and Ethical Issues| How Process Experts Enable and Constrain Fairness in AI-Driven Hiring

IF Cruz - International Journal of Communication, 2023 - ijoc.org
Organizations risk losing their competitive edge as they struggle to find and hire qualified
talent. Hiring personnel turn to artificial intelligence (AI) tools to help acquire talent, increase …

Discriminated by an algorithm: a systematic review of discrimination and fairness by algorithmic decision-making in the context of HR recruitment and HR development

A Köchling, MC Wehner - Business Research, 2020 - Springer
Algorithmic decision-making is becoming increasingly common as a new source of advice in
HR recruitment and HR development. While firms implement algorithmic decision-making to …

Algorithmic hiring in practice: Recruiter and HR Professional's perspectives on AI use in hiring

L Li, T Lassiter, J Oh, MK Lee - Proceedings of the 2021 AAAI/ACM …, 2021 - dl.acm.org
The use of AI-enabled hiring software raises questions about the practice of Human
Resource (HR) professionals' use of the software and its consequences. We interviewed 15 …

How Process Experts Enable and Constrain Fairness in AI-Driven Hiring.

IF Cruz - International journal of communication (Online), 2024 - go.gale.com
Organizations risk losing their competitive edge as they struggle to find and hire qualified
talent. Hiring personnel turn to artificial intelligence (AI) tools to help acquire talent, increase …

EXPLORING THE IMPACT OF THE ALGORITHMS ON MANAGEMENT HIRING DECISION AND BIAS

S Papagelis - 2024 - scholarshare.temple.edu
This research seeks to grasp the effect that trust in algorithm word has on the decisions
made by hiring managers when it comes to selecting candidates. Specifically, this research …