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This survey article assesses and compares existing critiques of current fairness-enhancing technical interventions into machine learning (ML) that draw from a range of non-computing disciplines, including philosophy, feminist studies,…

Machine Learning · Computer Science 2022-05-11 Lindsay Weinberg

The advent of generative artificial intelligence (GenAI) technologies has been changing the research landscape and potentially has significant implications for Digital Humanities (DH), a field inherently intertwined with technologies. This…

Artificial Intelligence · Computer Science 2025-09-16 Rongqian Ma , Meredith Dedema , Andrew Cox

Graduate-level CS programs in the U.S. increasingly enroll international students, with 60.2 percent of master's degrees in 2023 awarded to non-U.S. students. Many of these students take online courses, where peer feedback is used to engage…

Computation and Language · Computer Science 2025-08-08 Brittney Exline , Melanie Duffin , Brittany Harbison , Chrissa da Gomez , David Joyner

The growing integration of generative AI in higher education is transforming how students write, learn, and engage with knowledge. As AI tools become more integrated into classrooms, there is an urgent need for pedagogical approaches that…

Computers and Society · Computer Science 2025-11-21 Xinran Zhu , Cong Wang , Duane Searsmith

A subset of machine learning research intersects with societal issues, including fairness, accountability and transparency, as well as the use of machine learning for social good. In this work, we analyze the scholars contributing to this…

Computers and Society · Computer Science 2021-02-05 Yu Tao , Kush R. Varshney

As organizations grapple with the rapid adoption of Generative AI (GenAI), this study synthesizes the state of knowledge through a systematic literature review of secondary studies and research agendas. Analyzing 28 papers published since…

Background. Business Simulation Games (BSG) are widely used to foster experiential learning in complex managerial and organisational contexts by exposing students to decision-making under uncertainty. In parallel, Artificial Intelligence…

Computers and Society · Computer Science 2026-02-25 Nordine Benkeltoum

This paper presents a scoping review of algorithmic fairness research over the past fifteen years, utilising a dataset sourced from Web of Science, HEIN Online, FAccT and AIES proceedings. All articles come from the computer science and…

Computers and Society · Computer Science 2024-08-06 Daphne Lenders , Anne Oloo

Academic well-being is deeply influenced by peer-support networks, yet they remain informal, inequitable, and unsustainable, often relying on personal connections and social capital rather than structured, inclusive systems. Additionally,…

Human-Computer Interaction · Computer Science 2025-07-03 Beatriz Severes , Ana O. Henriques , Rory Clark , Paulo Bala , Anna Carter , Rua Mae Williams , Geraldine Fitzpatrick

The growing popularity of language models has sparked interest in conversational recommender systems (CRS) within both industry and research circles. However, concerns regarding biases in these systems have emerged. While individual…

Information Retrieval · Computer Science 2023-09-07 Armin Moradi , Golnoosh Farnadi

Despite their prevalence in society, social biases are difficult to identify, primarily because human judgements in this domain can be unreliable. We take an unsupervised approach to identifying gender bias against women at a comment level…

Computation and Language · Computer Science 2020-10-07 Anjalie Field , Yulia Tsvetkov

Peer review often involves reviewers submitting their independent reviews, followed by a discussion among reviewers of each paper. A question among policymakers is whether the reviewers of a paper should be anonymous to each other during…

Computers and Society · Computer Science 2024-03-05 Charvi Rastogi , Xiangchen Song , Zhijing Jin , Ivan Stelmakh , Hal Daumé , Kun Zhang , Nihar B. Shah

Perceived discrimination is common and consequential. Yet, little support is available to ease handling of these experiences. Addressing this gap, we report on a need-finding study to guide us in identifying relevant technologies and their…

Human-Computer Interaction · Computer Science 2021-11-29 Yasaman S. Sefidgar , Paula S. Nurius , Amanda Baughan , Lisa A. Elkin , Anind K. Dey , Eve Riskin , Jennifer Mankoff , Margaret E. Morris

Pilot studies (PS) are ubiquitous in HCI research. CHI papers routinely reference 'pilot studies', 'pilot tests', or 'preliminary studies' to justify design decisions, verify procedures, or motivate methodological choices. Yet despite their…

Human-Computer Interaction · Computer Science 2026-02-17 Belu Ticona , Amna Liaqat , Antonios Anastasopoulos

We conducted a questionnaire study aimed towards PhD students in the field of visualization research to understand how they cope with paper rejections. We collected responses from 24 participants and performed a qualitative analysis of the…

Human-Computer Interaction · Computer Science 2020-09-29 Shivam Agarwal , Shahid Latif , Fabian Beck

Content creation today often takes place via collaborative writing. A longstanding interest of CSCW research lies in understanding and promoting the coordination between co-writers. However, little attention has been paid to individuals who…

Human-Computer Interaction · Computer Science 2024-09-25 Yimin Xiao , Yuewen Chen , Naomi Yamashita , Yuexi Chen , Zhicheng Liu , Ge Gao

Trust in a recommendation system (RS) is often algorithmically incorporated using implicit or explicit feedback of user-perceived trustworthy social neighbors, and evaluated using user-reported trustworthiness of recommended items. However,…

Human-Computer Interaction · Computer Science 2021-09-20 Taha Hassan , Bob Edmison , Timothy Stelter , D. Scott McCrickard

Early exposure to Computer Science (CS) for all is critical to broaden participation and promote equity in the field. But how does introducting CS into primary school curricula impact learning, perception, and gaps between groups of…

Scientific peer review is essential for the quality of academic publications. However, the increasing number of paper submissions to conferences has strained the reviewing process. This surge poses a burden on area chairs who have to…

Computation and Language · Computer Science 2024-06-12 Maxime Darrin , Ines Arous , Pablo Piantanida , Jackie CK Cheung

Despite frequent double-blind review, systemic biases related to author demographics still disadvantage underrepresented groups. We start from a simple hypothesis: if a post-review recommender is trained with an explicit fairness…

Machine Learning · Computer Science 2026-03-03 Uttamasha Anjally Oyshi , Susan Gauch