UCAI ’23: Workshop on User-Centered Artificial Intelligence
Rapperswil, Switzerland, 3rd September 2023
Program
The workshop will take place on Sunday, 3th September 2023, 09:00-12:00, in Rapperswil, Switzerland. The workshop is open to all MuC atteendees.
09:00-09:05 Welcome by Workshop Chairs
09:05-09:20 Paper Session 1: Explanations
- User-friendly Explanatory Dialogues
by Alizadeh, Fatemeh; Pins, Dominik - Immersive Exploration of Machine Learning Data Combining Visual Analytics with Explainable AI
by Potthast, Jonas; Grimm, Valentin; Rubart, Jessica - Multi-Objective Counterfactuals for Counterfactual Fairness in User Centered AI
by Amin, Rifat Mehreen
09:20-09:30 Paper Session 2: Crowds
- Classifying Crowdsouring Platform Users’ Engagement Behaviour using Machine Learning and XAI
by Imam, Sana Hassan; Metz, Christopher Alexander; Hornuf, Lars; Drechsler, Rolf - The Human-in-the-loop CrowdSurfer Concept: Providing User-centered AI Support to Crowdworkers for Improved Working Conditions and Task Outcomes
by Benke, Ivo; Haug, Saskia; Maedche, Alexander
09:30-09:45 Paper Session 3: Design
- The design space of building user-centered AI user interfaces for smart heating systems
by Jin, Lu; Boden, Alexander - Exploring the Definition of Small Data Collected with HCI Methods and Used for ML
by Weigand, Anna C.; Rauschenberger, Maria - A Qualitative Exploration of User-Perceived Risks of AI to Inform Design and Policy
by Recki, Lena; Lawo, Dennis; Krauss, Veronika; Pins, Dominik
09:45-10:00 Paper Session 4: Decisions
- Balancing Strengths and Weaknesses in Human-Machine Decision Making
by Balthasar, Mandy - Human-Centered Optimization of Task Allocation in Multi Human-Robot Systems
by Safari Dehnavi, Zahra; Schlund, Sebastian - User-Centered Evaluation of Machine Learning vs. Human Decisions – Identifying Emotional Highlights in Reality TV Formats
by Rossner, Alexander; Pagel, Sven; Dörner, Ralf
10:00-10:15 Break
10:15-10:25 Introduction to Interactive Part
10:25-11:55 Interactive Session
- 10:25-10:50 Idea Collection
- 10:50-11:20 Idea Discussion
- 11:20-11:55 Idea Presentation
11:55-12:00 Closing