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
Online Simulator-Based Experimental Design for Cognitive Model Selection
Alexander Aushev, Aini Putkonen, Grégoire Clarté, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes
2023
Computational Brain and Behavior
Interactive Personalization of Classifiers for Explainability using Multi-Objective Bayesian Optimization
Suyog Chandramouli, Yifan Zhu, Antti Oulasvirta
2023
UMAP 2023 - Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization
Toward AI assistants that let designers design
Sebastiaan De Peuter, Antti Oulasvirta, Samuel Kaski
2023
AI Magazine
Datamator: An Authoring Tool for Creating Datamations via Data Query Decomposition
Yi Guo, Nan Cao, Ligan Cai, Yanqiu Wu, Daniel Weiskopf, Danqing Shi, Qing Chen
2023
Applied Sciences (Switzerland)
CoColor
Lena Hegemann, Niraj Ramesh Dayama, Abhishek Iyer, Erfan Farhadi, Ekaterina Marchenko, Antti Oulasvirta
2023
IUI 2023 - Proceedings of the 28th International Conference on Intelligent User Interfaces
Computational Assistance for User Interface Design: Smarter Generation and Evaluation of Design Ideas
Lena Hegemann, Yue Jiang, Joongi Shin, Yi Chi Liao, Markku Laine, Antti Oulasvirta
2023
CHI Course
Kasper Hornbæk, Per Ola Kristensson, Antti Oulasvirta
2023
The Future of Computational Approaches for Understanding and Adapting User Interfaces
Yue Jiang, Yuwen Lu, Christof Lutteroth, Toby Jia Jun Li, Jeffrey Nichols, Wolfgang Stuerzlinger
2023
UEyes
Yue Jiang, Luis A. Leiva, Paul R. B. Houssel, Hamed Rezazadegan Tavakoli, Julia Kylmälä, Antti Oulasvirta
2023
CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems
Cognitive Modelling: From GOMS to Deep Reinforcement Learning
Jussi P.P. Jokinen, Antti Oulasvirta, Andrew Howes
2023
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