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Conventional automated decision-support systems often prioritize predictive accuracy, overlooking the complexities of real-world settings where stakeholders' preferences may diverge or conflict. This can lead to outcomes that disadvantage…

机器学习 · 计算机科学 2025-11-25 Vittoria Vineis , Giuseppe Perelli , Gabriele Tolomei

Case study-based learning has been successfully integrated into various courses, including software engineering education. In the context of software design courses, the use of case studies often entails sharing of real successful or failed…

软件工程 · 计算机科学 2023-01-13 Chun Yong Chong , Eunsuk Kang , Mary Shaw

Participatory design initiatives, especially within the realm of digital civics, are often integrated and co-developed with the very citizens and communities they intend to assist. Digital civics research aims to create positive social…

In management education programmes today, students face a difficult time in choosing electives as the number of electives available are many. As the range and diversity of different elective courses available for selection have increased,…

信息检索 · 计算机科学 2013-09-27 Sanjog Ray , Anuj Sharma

Menu system design for user interfaces is a challenging task involving many design options and various human factors. For example, one crucial factor that designers need to consider is the semantic and systematic relation of menu commands.…

计算与语言 · 计算机科学 2024-07-09 Amir Hossein Kargaran , Nafiseh Nikeghbal , Abbas Heydarnoori , Hinrich Schütze

Emerging efforts in AI alignment seek to broaden participation in shaping model behavior by eliciting and integrating collective input into a policy for model finetuning. While pluralistic, these processes are often linear and do not allow…

人机交互 · 计算机科学 2025-03-18 K. J. Kevin Feng , Inyoung Cheong , Quan Ze Chen , Amy X. Zhang

Generative AI is reshaping education, yet most university AI policies are written without students and focus on penalizing misuse. This top-down approach sidelines those most affected from decisions that shape their everyday learning,…

人机交互 · 计算机科学 2026-04-14 Kaoru Seki , Manisha Vijay , Yasmine Kotturi

Public sector agencies are rapidly deploying AI systems to augment or automate critical decisions in real-world contexts like child welfare, criminal justice, and public health. A growing body of work documents how these AI systems often…

人机交互 · 计算机科学 2024-03-06 Anna Kawakami , Amanda Coston , Haiyi Zhu , Hoda Heidari , Kenneth Holstein

Participatory design in digital civics aims to foster mutual learning and co-creation between public services and citizens. However, rarely do we collectively explore the challenges and failures we experience within PD and digital civics,…

人机交互 · 计算机科学 2024-07-09 Clara Rosa Cardoso , Sarah Rüller , Ana O Henriques , Anna R L Carter , Markus Rohde

As LLMs gain adoption in high-stakes domains like mental health, domain experts are increasingly consulted to provide input into policies governing their behavior. From an observation of 19 policymaking workshops with 9 experts over 15…

人机交互 · 计算机科学 2026-02-27 K. J. Kevin Feng , Tzu-Sheng Kuo , Quan Ze Chen , Inyoung Cheong , Kenneth Holstein , Amy X. Zhang

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,…

Citizen-focused democratic processes where participants deliberate on alternatives and then vote to make the final decision are increasingly popular today. While the computational social choice literature has extensively investigated voting…

多智能体系统 · 计算机科学 2023-05-17 Kanav Mehra , Nanda Kishore Sreenivas , Kate Larson

Decision support tools enable improved decision-making for challenging decision problems by empowering stakeholders to process, analyze, visualize, and otherwise make sense of a variety of key factors. Their intentional design is a critical…

计算机与社会 · 计算机科学 2021-11-12 Narges Ahani , Andrew C. Trapp

The software behind online community platforms encodes a governance model that represents a strikingly narrow set of governance possibilities focused on moderators and administrators. When online communities desire other forms of…

计算机与社会 · 计算机科学 2020-08-19 Amy X. Zhang , Grant Hugh , Michael S. Bernstein

As a relatively new forum, ACM FAccT has become a key space for activists and scholars to critically examine emerging AI and ML technologies. It brings together academics, civil society members, and government representatives from diverse…

人机交互 · 计算机科学 2026-04-20 Shiran Dudy , Jan Simson , Yanan Long

The legitimacy of bottom-up democratic processes for the distribution of public funds by policy-makers is challenging and complex. Participatory budgeting is such a process, where voting outcomes may not always be fair or inclusive.…

多智能体系统 · 计算机科学 2023-07-25 Srijoni Majumdar , Evangelos Pournaras

Navigating and visualizing multilayered knowledge graphs remains a challenging, unresolved problem in information systems design. Building on our earlier study, which engaged end users in both the design and population of a domain-specific…

人机交互 · 计算机科学 2025-05-05 Stanislava Gardasevic , Manika Lamba , Jasmine S. Malone

Participatory budgeting is a democratic approach to deciding the funding of public projects, which has been adopted in many cities across the world. We present a survey of research on participatory budgeting emerging from the computational…

计算机科学与博弈论 · 计算机科学 2020-03-03 Haris Aziz , Nisarg Shah

Deliberative processes play a vital role in shaping opinions, decisions and policies in our society. In contrast to persuasive debates, deliberation aims to foster understanding of conflicting perspectives among interested parties. The…

计算机与社会 · 计算机科学 2024-04-17 Moritz Plenz , Philipp Heinisch , Anette Frank , Philipp Cimiano

Decision-making is a central yet under-defined goal in visualization research. While existing task models address decision processes, they often neglect the conditions framing a decision. To better support decision-making tasks, we propose…

人机交互 · 计算机科学 2025-07-25 Lena Cibulski , Stefan Bruckner
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