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 …
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
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 …
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 …
year since 2018, more than 10,000 UK firms have been required to disclose publicly their …
Detecting gender stereotypes: Lexicon vs. supervised learning methods
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 …
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 …
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
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 …
professionals are male. A potential reason for the low number of female IT/SE professionals …
Decoding bias: Gendered language in finance internship job postings
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 …
explanation for the gender imbalance in the finance industry. We conduct two interlinked …
A new approach towards ensuring gender inclusive se job advertisements
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 …
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 …
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 …
rise through ranks to leadership positions. Herein, we present the findings of a 12‐month …