Human Computer Interaction
The group studies computational methods for improving user interfaces, including modeling, optimization, and machine learning methods.
The group develops algorithms, models, and interactive tools for computational design and adaptation of user interfaces. The models are informed by theories in behavioral and social sciences and acquired in rigorous experimental studies. We have demonstrated the results in a number of applications ranging from classic problems like keyboards to novel multimodal interfaces.
The group is funded by ERC, Academy of Finland, and Technology Industries Finland.
We are part of the Finnish Center for AI, as well as the European Laboratory for Learning and Intelligent Systems.
Contact
The group is led by Professor Antti Oulasvirta.
Group members
Latest publications
Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays
Yunpeng Bai, Aleksi Ikkala, Antti Oulasvirta, Shengdong Zhao, Lucia J Wang, Pengzhi Yang, Peisen Xu
2024
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
A Workflow for Building Computationally Rational Models of Human Behavior
Suyog Chandramouli, Danqing Shi, Aini Putkonen, Sebastiaan De Peuter, Shanshan Zhang, Jussi P. P. Jokinen, Andrew Howes, Antti Oulasvirta
2024
Computational Brain and Behavior
Transforming HCI Research Cycles using Generative AI and "Large Whatever Models" (LWMs)
Passant Elagroudy, Jie Li, Kaisa Väänänen, Paul Lukowicz, Hiroshi Ishii, Wendy E. Mackay, Elizabeth F.C. Hurchill, Anicia Peters, Antti Oulasvirta, Rui Prada, Alexandra Diening, Giulia Barbareschi, Agnes Gruenerbl, Midori Kawaguchi, Abdallah El Ali, Fiona Draxler, Robin Welsch, Albrecht Schmidt
2024
Explaining crowdworker behaviour through computational rationality
Michael A. Hedderich, Antti Oulasvirta
2024
BEHAVIOUR AND INFORMATION TECHNOLOGY
Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them
Lena Hegemann, Antti Oulasvirta
2024
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
Computational models of cognition for human-automated vehicle interaction: state-of-the-art and future directions
Christian P. Janssen, Martin Baumann, Antti Oulasvirta
2024
International Journal of Human Computer Studies
Special Issue : Computational Cognitive Models for Human-Automated Vehicle Interaction
Christian P. Janssen, Martin Baumann, Antti Oulasvirta
2024
International Journal of Human-Computer Studies
Computational Methodologies for Understanding, Automating, and Evaluating User Interfaces
Yue Jiang, Yuwen Lu, Tiffany Knearem, Clara E. Kliman-Silver, Christof Lutteroth, Toby Jia Jun Li, Jeffrey Nichols, Wolfgang Stuerzlinger
2024
Computational Representations for Graphical User Interfaces
Yue Jiang
2024
Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces
Yue Jiang, Changkong Zhou, Vikas Garg, Antti Oulasvirta
2024
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems