Exploring gender biases in ML and AI academic research through systematic literature review

S Shrestha, S Das - Frontiers in artificial intelligence, 2022 - frontiersin.org
Automated systems that implement Machine learning (ML) and Artificial Intelligence (AI)
algorithms present promising solutions to a variety of technological and non-technological …

Fairness of recommender systems in the recruitment domain: an analysis from technical and legal perspectives

D Kumar, T Grosz, N Rekabsaz, E Greif… - Frontiers in big Data, 2023 - frontiersin.org
Recommender systems (RSs) have become an integral part of the hiring process, be it via
job advertisement ranking systems (job recommenders) for the potential employee or …

Pay transparency and cracks in the glass ceiling

E Duchini, S Simion, A Turrell - 2020 - wrap.warwick.ac.uk
This paper studies firms' and employees' responses to pay transparency requirements. Each
year since 2018, more than 10,000 UK firms have been required to disclose publicly their …

Detecting gender stereotypes: Lexicon vs. supervised learning methods

J Cryan, S Tang, X Zhang, M Metzger… - Proceedings of the …, 2020 - dl.acm.org
Biases in language influence how we interact with each other and society at large.
Language affirming gender stereotypes is often observed in various contexts today, from …

A machine learning approach to recognize bias and discrimination in job advertisements

R Frissen, KJ Adebayo, R Nanda - AI & SOCIETY, 2023 - Springer
In recent years, the work of organizations in the area of digitization has intensified
significantly. This trend is also evident in the field of recruitment where job application …

[HTML][HTML] Enhancing understanding and addressing gender bias in IT/SE job advertisements

T Kanij, J Grundy, J McIntosh - Journal of Systems and Software, 2024 - Elsevier
Abstract The majority of Information Technology (IT)/Software Engineering (SE)
professionals are male. A potential reason for the low number of female IT/SE professionals …

Decoding bias: Gendered language in finance internship job postings

E Oldford, J Fiset - Journal of Behavioral and Experimental Finance, 2021 - Elsevier
The purpose of this article is to evaluate the language content of job postings as a potential
explanation for the gender imbalance in the finance industry. We conduct two interlinked …

A new approach towards ensuring gender inclusive se job advertisements

T Kanij, J Grundy, J McIntosh, A Sarma… - Proceedings of the 2022 …, 2022 - dl.acm.org
A majority of software engineers are male, perhaps, because of the very way that software
engineering (SE) roles are advertised is gender biased. Thus far, only word-based checking …

[图书][B] Insurance, biases, discrimination and fairness

A Charpentier - 2024 - Springer
Preface “14 litres d'encre de chine, 30 pinceaux, 62 crayons à mine grasse, 1 crayon à mine
dure, 27 gommes à effacer, 38 kilos de papier, 16 rubans de machine à écrire, 2 machines à …

Continuum of care to advance women as leaders in male‐dominated industries

W O'Brien, C Hanlon… - Gender, Work & …, 2024 - Wiley Online Library
Women who enter professions that have previously been male‐dominated often struggle to
rise through ranks to leadership positions. Herein, we present the findings of a 12‐month …