Department of Communications and Networking

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

Foraging-based Optimization of Menu Systems

Niraj Ramesh Dayama, Morteza Shiripour, Antti Oulasvirta, Evgeny Ivanko, Andreas Karrenbauer 2021 International Journal of Human-Computer Studies

Interactive Layout Transfer

Niraj Dayama, Simo Santala, Lukas Brückner, Kashyap Todi, Jingzhou Du, Antti Oulasvirta 2021 ACM IUI Conference on Intelligent User Interfaces

[Re] Neural Network Model of Memory Retrieval

Carlos de la Torre Ortiz, Aurélien Nioche 2021 ReScience C

AZERTY amélioré: Computational Design on a National Scale

Anna Maria Feit, Mathieu Nancel, Maximilian John, Andreas Karrenbauer, Daryl Weir, Antti Oulasvirta 2021 Communications of the ACM

Determinants of masticatory performance assessed by mixing ability tests

Javier Montero, Luis A. Leiva, Inmaculada Martín-Quintero, Eva Rosel, Rocío Barrios-Rodriguez 2021 JOURNAL OF PROSTHETIC DENTISTRY

Improving Artificial Teachers by Considering How People Learn and Forget

Aurélien Nioche, Pierre-Alexandre Murena, Carlos de la Torre Ortiz, Antti Oulasvirta 2021

The adaptive value of probability distortion and risk-seeking in macaques' decision-making

A. Nioche, N. P. Rougier, M. Deffains, S. Bourgeois-Gironde, S. Ballesta, T. Boraud 2021 PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B: BIOLOGICAL SCIENCES

Adapting User Interfaces with Model-based Reinforcement Learning

Kashyap Todi, Luis Leiva, Gilles Bailly, Antti Oulasvirta 2021 CHI '21: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Big data visualization and analytics: Future research challenges and emerging applications

Gennady Andrienko, Natalia Andrienko, Steven Drucker, Jean Daniel Fekete, Danyel Fisher, Stavros Idreos, Tim Kraska, Guoliang Li, Kwan Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schmann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf 2020 CEUR Workshop Proceedings

A Price-per-attention auction scheme using mouse cursor information

Ioannis Arapakis, Antonio Penta, Hideo Joho, Luis A. Leiva 2020 ACM TRANSACTIONS ON INFORMATION SYSTEMS
More information on our research in the Research database.
Research database
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