“We use computers to make computers easier to use”
The group investigates computational methods for generation and adaptation of user interfaces. Application areas range from classic UIs like keyboards, menus, buttons, and web pages to novel input methods like gestural interaction. Our research includes mathematical and computational modelling of interactive behavior — including human capacities like perception, attention, learning, experience, and motor control — and relevant algorithmic methods such as optimization and machine learning.
Interactive AI research / Finnish Center for Artificial Intelligence FCAI
The group participates in research on methods for collaborative forms of AI at FCAI. Our research develops models and theories that allow AI to infer human beliefs and abilities from observations and predict the consequences of their actions on humans.
Members
Group Lead Professor Antti Oulasvirta: Modeling, cognitive science, computational methods in HCI
Visiting Professor Roderick William Murray-Smith
Postdoctoral Scholars
Dr. Niraj Dayama: Combinatorial optimization
Dr. Markku Laine: Web engineering
Dr. Aurélien Nioche: Cognitive science
Dr. Suyog Chandramouli: Cognitive modeling and Bayesian methods
Dr. Joongi Shin: Co-design and AI
PhD Students
MSc. Aini Putkonen: Decision-making in interactive systems
MSc. Morteza Shiripour: Layout optimization
MBA Yi-Chi Liao: Physical Interaction
MSc. Lena Hegemann: Design AI
MSc. Michael Aloys Hedderich: Machine learning and NLP
MSc. Danqing Shi: Data Visualization
MSc. João Belo: Mixed Reality
Project Employees
MBA Mukesh Israni (specialist): Business development of Design AI
MSc. Simo Santala (worker): Layout Optimization
MA Julia Kylmälä (lab manager)
Alumni:
Professor Andrew Howes: Cognitive science
Dr. Xiuli Chen: Cognitive science and perceptual psychology
Dr. Julien Gori: Modeling
Dr. Aditya Acharya: Cognitive modeling and deep learning
Dr. Zhenhui Peng: Human-computer interaction and intelligent systems
MSc. Katri Leino: Text entry
Dr. Maria Montoya Freire: now post-doctoral researcher at Aalto University Department of Computer Science
Heidi Hassinen: Computer science
Dr. Luis Leiva: HCI and machine learning
Dr. Kashyap Todi: Intelligent systems
Dr. Jussi P.P. Jokinen: Cognitive science
Dr. Sunjun Kim: Interface technology
Dr. Ai Nakajima: design and machine learning
Dr. Janin Koch: Interaction design, interactive machine learning
Dr. Tuukka Ruotsalo; now at University of Helsinki
Dr. Anna Feit: professor at the Department of Computer Science at Saarland University
Dr. Byungjoo Lee: Mechanical engineering, input devices (KAIST)
Dr. Eve Hoggan: smart material, novel interaction techniques and feedback (Aarhus)
Dr. Kumaripaba Athukorala: Information search (Liberty Insurance)
Dr. Mathieu Nancel: Interaction techniques (INRIA)
Dr. Daryl Weir: Machine learning, modeling, touch (Futurice)
Funding
The group is funded by the European Research Council (Starting Grant COMPUTED), Academy of Finland, the Technology Industries of Finland, and FCAI.
