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Qualitative researchers use tools to collect, sort, and analyze their data. Should qualitative researchers use large language models (LLMs) as part of their practice? LLMs could augment qualitative research, but it is unclear if their use…

人机交互 · 计算机科学 2025-03-03 Hope Schroeder , Marianne Aubin Le Quéré , Casey Randazzo , David Mimno , Sarita Schoenebeck

Ethical conduct in digital research is full of grey areas. Disciplinary, institutional and individual norms and conventions developed to support research are challenged, often leaving scholars with a sense of unease or lack of clarity. The…

计算机与社会 · 计算机科学 2025-12-03 Lise Waldek , Brian Ballsun-Stanton , Muhammad Iqbal , David Kernot , Debra Smith

Research ethics in Information and Communications Technology has seen a resurgence in popularity in recent years. Although a number of general ethics standards have been issued, cyber security specifically has yet to see one. Furthermore,…

密码学与安全 · 计算机科学 2020-11-06 Robert B. Ramirez , Tomohiko Yano , Masaki Shimaoka , Kenichi Magata

Clinical prediction models are statistical or machine learning models used to quantify the risk of a certain health outcome using patient data. These can then inform potential interventions on patients, causing an effect called performative…

机器学习 · 计算机科学 2024-06-06 Louis Chislett , Louis JM Aslett , Alisha R Davies , Catalina A Vallejos , James Liley

An emerging theme in artificial intelligence research is the creation of models to simulate the decisions and behavior of specific people, in domains including game-playing, text generation, and artistic expression. These models go beyond…

人工智能 · 计算机科学 2022-07-20 Reid McIlroy-Young , Jon Kleinberg , Siddhartha Sen , Solon Barocas , Ashton Anderson

Data sharing partnerships are increasingly an imperative for research institutions and, at the same time, a challenge for established models of data governance and ethical research oversight. We analyse four cases of data partnership…

计算机与社会 · 计算机科学 2023-01-31 Tsvetelina Hristova , Liam Magee , Emma Kearney

In the past years we have witnessed the emergence of the new discipline of computational social science, which promotes a new data-driven and computation-based approach to social sciences. In this article we discuss how the availability of…

计算机与社会 · 计算机科学 2017-02-10 Abhinav Mehrotra , Mirco Musolesi

The use of bots as virtual confederates in online field experiments holds extreme promise as a new methodological tool in computational social science. However, this potential tool comes with inherent ethical challenges. Informed consent…

计算机与社会 · 计算机科学 2016-11-03 Peter M Krafft , Michael Macy , Alex Pentland

A lack of awareness surrounding secure online behaviour can lead to end-users, and their personal details becoming vulnerable to compromise. This paper describes an ongoing research project in the field of usable security, examining the…

人机交互 · 计算机科学 2018-06-20 Lynsay A. Shepherd , Jacqueline Archibald

AI assistants are increasingly integrated into older adults' daily lives, offering new opportunities for social support and accessibility while raising important questions about privacy, autonomy, and trust. As these systems become embedded…

计算机与社会 · 计算机科学 2025-05-07 Karina LaRubbio , Malcolm Grba , Diana Freed

Abuse on the Internet is an important societal problem of our time. Millions of Internet users face harassment, racism, personal attacks, and other types of abuse across various platforms. The psychological effects of abuse on individuals…

计算与语言 · 计算机科学 2021-04-15 Pushkar Mishra , Helen Yannakoudakis , Ekaterina Shutova

This paper reports the use of a qualitative methodology for conducting longitudinal case study research on software development. We provide a detailed description and explanation of appropriate methods of qualitative data collection and…

软件工程 · 计算机科学 2021-01-22 Laurie McLeod , Stephen G. MacDonell , Bill Doolin

We conduct a field experiment on a movie-recommendation platform to investigate whether and how online recommendations influence consumption choices. Using a within-subjects design, our experiment measures the causal effect of…

综合经济学 · 经济学 2024-12-13 Guy Aridor , Duarte Goncalves , Daniel Kluver , Ruoyan Kong , Joseph Konstan

Machine learning models are often personalized with information that is protected, sensitive, self-reported, or costly to acquire. These models use information about people but do not facilitate nor inform their consent. Individuals cannot…

机器学习 · 计算机科学 2023-10-13 Hailey Joren , Chirag Nagpal , Katherine Heller , Berk Ustun

Artificial intelligence (AI) ethics has gained significant momentum, evidenced by the growing body of published literature, policy guidelines, and public discourse. However, the practical implementation and adoption of AI ethics principles…

计算机与社会 · 计算机科学 2025-03-03 Sarah Hladikova , Yuling Wang , Andreia Martinho

We advocate the development of a discipline of interacting with and extracting information from models, both mathematical (e.g. game-theoretic ones) and computational (e.g. agent-based models). We outline some directions for the development…

多智能体系统 · 计算机科学 2021-02-24 Gabriel Istrate

The era of pervasive computing has resulted in countless devices that continuously monitor users and their environment, generating an abundance of user behavioural data. Such data may support improving the quality of service, but may also…

计算机与社会 · 计算机科学 2020-02-14 Abhishek Kumar , Tristan Braud , Sasu Tarkoma , Pan Hui

Automated decision systems are increasingly used for consequential decision making -- for a variety of reasons. These systems often rely on sophisticated yet opaque models, which do not (or hardly) allow for understanding how or why a given…

人工智能 · 计算机科学 2021-03-09 Jakob Schoeffer , Yvette Machowski , Niklas Kuehl

The success of AI models relies on the availability of large, diverse, and high-quality datasets, which can be challenging to obtain due to data scarcity, privacy concerns, and high costs. Synthetic data has emerged as a promising solution…

计算与语言 · 计算机科学 2024-08-13 Ruibo Liu , Jerry Wei , Fangyu Liu , Chenglei Si , Yanzhe Zhang , Jinmeng Rao , Steven Zheng , Daiyi Peng , Diyi Yang , Denny Zhou , Andrew M. Dai

With the rise and widespread use of Large Language Models (LLMs), ensuring their safety is crucial to prevent harm to humans and promote ethical behaviors. However, directly assessing value valence (i.e., support or oppose) by leveraging…

计算机与社会 · 计算机科学 2025-04-10 Yuxi Sun , Wei Gao , Jing Ma , Hongzhan Lin , Ziyang Luo , Wenxuan Zhang