Department of Information and Communications Engineering

Human Computer Interaction

The group studies computational methods for improving user interfaces, including modeling, optimization, and machine learning methods.
User Interfaces

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.

Group homepage

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

SIM2VR: Towards Automated Biomechanical Testing in VR

Florian Fischer, Aleksi Ikkala, Markus Klar, Arthur Fleig, Miroslav Bachinski, Roderick Murray-Smith, Perttu Hämäläinen, Antti Oulasvirta, Jörg Müller 2024 UIST '24: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology

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
More information on our research in the Aalto research portal.
Research portal
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