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An outtake from the findnings of a master thesis studying gender bias in course evaluations through the lense of machine learning and nlp. We use different methods to examine and explore the data and find differences in what students write…

机器学习 · 计算机科学 2024-04-03 Sarah Lindau , Linnea Nilsson

With the increasing attention non-binary people receive in Western societies, strategies of gender-fair language have started to move away from binary (only female/male) concepts of gender. Nevertheless, hardly any approaches to take these…

计算与语言 · 计算机科学 2023-05-03 Sabrina Burtscher , Katta Spiel , Lukas Daniel Klausner , Manuel Lardelli , Dagmar Gromann

Context. The rise of generative AI (GenAI) tools like ChatGPT and GitHub Copilot has transformed how software is learned and written. In software engineering (SE) education, these tools offer new opportunities for support, but also raise…

软件工程 · 计算机科学 2025-12-05 Qiaolin Qin , Ronnie de Souza Santos , Rodrigo Spinola

Recent studies conducted in different scientific disciplines have concluded that researchers belonging to some socio-cultural groups (e.g., women, racialized people) are usually less cited than other researchers belonging to dominating…

数字图书馆 · 计算机科学 2024-11-28 Karolina Tchilinguirova , Alvine Boaye Belle , Gouled Mahamud

Creativity is a critical skill that professional software engineers leverage to tackle difficult problems. In higher education, multiple efforts have been made to spark creative skills of engineering students. However, creativity is a vague…

软件工程 · 计算机科学 2023-12-20 Wouter Groeneveld , Laurens Luyten , Joost Vennekens , Kris Aerts

Context: Women face many challenges in their lives, which affect their daily experiences and influence major life decisions, starting before they enroll in bachelor's programs, setting a difficult path for those aspiring to enter the…

Researchers have pinpointed recognition from others as one of the most important dimensions of students' science and engineering identity. Studies, however, have found gender biases in students' recognition of their peers, with inconsistent…

物理教育 · 物理学 2024-05-03 Meagan Sundstrom , Ashley B. Heim , Barum Park , N. G. Holmes

Participation of women in Open Source Software (OSS) is very unbalanced, despite various efforts to improve diversity. This is concerning not only because women do not get the chance of career and skill developments afforded by OSS, but…

软件工程 · 计算机科学 2024-01-24 Bianca Trinkenreich , Igor Wiese , Anita Sarma , Marco Gerosa , Igor Steinmacher

Women are often perceived as junior to their male counterparts, even within the same job titles. While there has been significant progress in the evaluation of gender bias in natural language processing (NLP), existing studies seldom…

计算与语言 · 计算机科学 2022-05-23 Samhita Honnavalli , Aesha Parekh , Lily Ou , Sophie Groenwold , Sharon Levy , Vicente Ordonez , William Yang Wang

Generative AI agents are reshaping human-computer interaction, shifting users from direct task execution to supervising machine-driven actions, especially the rise of "vibe coding" in programming. Yet little is known about how screen reader…

人机交互 · 计算机科学 2025-12-12 Nan Chen , Luna K. Qiu , Arran Zeyu Wang , Zilong Wang , Yuqing Yang

The number of women in technical fields is far below the average number of males, especially in developed countries. Gender differences in STEM are already present in secondary schools in students aged between 12 to 15 years. Adolescence is…

计算机与社会 · 计算机科学 2018-09-03 Bernadette Spieler , Wolfgang Slany

Most Software Engineering (SE) human-based controlled experiments rely on students as participants, raising concerns about their external validity. Specifically, the realism of results obtained from students and their applicability to the…

软件工程 · 计算机科学 2025-06-16 Simone Romano , Francesco Paolo Sferratore , Giuseppe Scanniello

An ever-widening workforce gap exists in the global cybersecurity industry but diverse talent is underutilized. The global cybersecurity workforce is only 25% female. Much research exists on the effect of gender bias on the hiring of women…

计算机与社会 · 计算机科学 2024-08-13 Joanne L. Hall , Asha Rao

We have designed an online survey to understand the status quo of four dimensions of gender biases among the contemporary computing organizations. Our preliminary results found almost one-third of the respondents have reported first-hand…

软件工程 · 计算机科学 2021-07-02 Sayma Sultana , London Ariel Cavaletto , Amiangshu Bosu

Recent large-scale T2I models like DALLE-3 have made progress in reducing gender stereotypes when generating single-person images. However, significant biases remain when generating images with more than one person. To systematically…

计算机视觉与模式识别 · 计算机科学 2025-06-04 Yixin Wan , Kai-Wei Chang

Large language models (LLMs) are becoming increasingly ubiquitous in our daily lives, but numerous concerns about bias in LLMs exist. This study examines how gender-diverse populations perceive bias, accuracy, and trustworthiness in LLMs,…

人机交互 · 计算机科学 2025-07-09 Aimen Gaba , Emily Wall , Tejas Ramkumar Babu , Yuriy Brun , Kyle Hall , Cindy Xiong Bearfield

This research aims to investigate the gender-based learning experiences of engineering students enrolled in the Probability and Statistics course, focusing on the four different assessment methods employed namely direct conceptual learning…

其他统计学 · 统计学 2025-05-08 Maneesha

Cooperation between humans and machines is increasingly vital as artificial intelligence (AI) becomes more integrated into daily life. Research indicates that people are often less willing to cooperate with AI agents than with humans, more…

计算机与社会 · 计算机科学 2024-12-09 Sepideh Bazazi , Jurgis Karpus , Taha Yasseri

Context: Using student subjects in empirical studies has been discussed extensively from a methodological perspective in Software Engineering (SE), but there is a lack of similar discussion surrounding ethical aspects of doing so. As…

软件工程 · 计算机科学 2021-03-16 Grischa Liebel , Shalini Chakraborty

With the increasing use of image generation technology, understanding its social biases, including gender bias, is essential. This paper presents a large-scale study on gender bias in text-to-image (T2I) models, focusing on everyday…

计算机视觉与模式识别 · 计算机科学 2025-10-01 Leander Girrbach , Stephan Alaniz , Genevieve Smith , Zeynep Akata