4 papers
Proactive Systems in HCI and AI: Concepts, Challenges, and Opportunities
Nima Zargham, Sharon Ferguson, Jaisie Sin +2
The last few years have seen a significant rise in interest in highly autonomous and proactive systems, fueled by advances in AI. Systems that anticipate user needs, take initiativ…
Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions
Saleh Afroogh, Syed Ishtiaque Ahmed, Petra Ahrweiler +46
This study provides a cross-disciplinary examination of Explainable Artificial Intelligence (XAI) approaches-focusing on deep neural networks (DNNs) and large language models (LLMs…
Talk Me Through It: Developing Effective Systems for Chart Authoring
Nazar Ponochevnyi, Young-Ho Kim, Joseph Jay Williams +1
Recent chart-authoring systems increasingly focus on natural-language input, enabling users to form a mental image of the chart they wish to create and express this intent using sp…
Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process
Mohi Reza, Jeb Thomas-Mitchell, Peter Dushniku +3
As generative AI tools like ChatGPT become integral to everyday writing, critical questions arise about how to preserve writers' sense of agency and ownership when using these tool…