Artificial Intelligence · Computer Science
Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle
2022-09-21
Software Engineering · Computer Science
Architecture Decisions in AI-based Systems Development: An Empirical Study
Beiqi Zhang, Tianyang Liu, Peng Liang, Chong Wang +2
2022-12-29
Artificial Intelligence · Computer Science
Definition drives design: Disability models and mechanisms of bias in AI technologies
Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman +1
2022-11-24
Human-Computer Interaction · Computer Science
Intelligent Reasoning Cues: A Framework and Case Study of the Roles of AI Information in Complex Decisions
Venkatesh Sivaraman, Eric P. Mason, Mengfan Ellen Li, Jessica Tong +3
2026-02-03
Human-Computer Interaction · Computer Science
Question-Driven Design Process for Explainable AI User Experiences
Q. Vera Liao, Milena Pribić, Jaesik Han, Sarah Miller +1
2021-09-07
Human-Computer Interaction · Computer Science
Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review
Catalina Gomez, Sue Min Cho, Shichang Ke, Chien-Ming Huang +1
2024-03-20
Computers and Society · Computer Science
Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs
Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones +4
2021-12-03
Artificial Intelligence · Computer Science
Leveraging Generative AI for Human Understanding: Meta-Requirements and Design Principles for Explanatory AI as a new Paradigm
Christian Meske, Justin Brenne, Erdi Uenal, Sabahat Oelcer +1
2026-02-13
Human-Computer Interaction · Computer Science
The Design Space of Recent AI-assisted Research Tools for Ideation, Sensemaking, and Scientific Creativity
Runlong Ye, Matthew Varona, Oliver Huang, Patrick Yung Kang Lee +2
2025-04-22
Information Retrieval · Computer Science
Towards the design of user-centric strategy recommendation systems for collaborative Human-AI tasks
Lakshita Dodeja, Pradyumna Tambwekar, Erin Hedlund-Botti, Matthew Gombolay
2023-01-20
Human-Computer Interaction · Computer Science
Investigating Explainability of Generative AI for Code through Scenario-based Design
Jiao Sun, Q. Vera Liao, Michael Muller, Mayank Agarwal +3
2022-02-11
Human-Computer Interaction · Computer Science
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making
Shuai Ma, Qiaoyi Chen, Xinru Wang, Chengbo Zheng +3
2025-03-13
Human-Computer Interaction · Computer Science
Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use
Anna Kawakami, Amanda Coston, Hoda Heidari, Kenneth Holstein +1
2024-05-22
Artificial Intelligence · Computer Science
Interaction Design for Explainable AI: Workshop Proceedings
Prashan Madumal, Ronal Singh, Joshua Newn, Frank Vetere
2018-12-21
Cryptography and Security · Computer Science
On the Importance of Domain-specific Explanations in AI-based Cybersecurity Systems (Technical Report)
Jose N. Paredes, Juan Carlos L. Teze, Gerardo I. Simari, Maria Vanina Martinez
2021-08-05
Human-Computer Interaction · Computer Science
Understanding Collaboration between Professional Designers and Decision-making AI: A Case Study in the Workplace
Nami Ogawa, Yuki Okafuji, Yuji Hatada, Jun Baba
2025-09-30
Human-Computer Interaction · Computer Science
Designing AI-Infused Interactive Systems for Online Communities: A Systematic Literature Review
Yuanhao Zhang, Xiaoyu Wang, Jiaxiong Hu, Ziqi Pan +2
2026-04-08
Artificial Intelligence · Computer Science
Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability
Md. Tanzib Hosain, Mehedi Hasan Anik, Sadman Rafi, Rana Tabassum +2
2025-03-11
Machine Learning · Statistics
A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment
Gregory Canal, Vladimir Leung, Philip Sage, Eric Heim +1
2024-08-05