Publications

A Workflow for Building Computationally Rational Models of Human Behavior
Suyog Chandramouli, Danqing Shi, Aini Putkonen, Sebastiaan De Peuter, Shanshan Zhang, Jussi Jokinen, Andrew Howes, Antti Oulasvirta. Computational Brain & Behavior

CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality
Danqing Shi, Yujun Zhu, Jussi PP Jokinen, Aditya Acharya, Aini Putkonen, Shumin Zhai, Antti Oulasvirta. CHI ‘24

Online Simulator-Based Experimental Design for Cognitive Model Selection
Alexander Aushev, Aini Putkonen, Grégoire Clarté, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski & Andrew Howes.
Computational Brain & Behavior

Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning
Zhi Li, Yu-Jung Ko, Aini Putkonen, Shirin Feiz, Vikas Ashok, IV Ramakrishnan, Antti Oulasvirta, Xiaojun Bi.
CHI ‘23

Fragmented Visual Attention in Web Browsing: Weibull Analysis of Item Visit Times
Aini Putkonen, Aurélien Nioche, Markku Laine, Crista Kuuramo, Antti Oulasvirta.
ECIR ‘23 Project page
Code

How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?
Aini Putkonen, Aurélien Nioche, Ville Tanskanen, Arto Klami, Antti Oulasvirta.
UMAP ‘22 Code

Modeling Risky Choices in Unknown Environments
V Tanskanen, C Rajani, H Afrabandpey, A Putkonen, A Nioche, A Klami
ACML 2021

Modeling Gliding-based Target Selection for Blind Touchscreen Users
Yu-Jung Ko, Aini Putkonen, Ali Selman Aydin, Shirin Feiz, Yuheng Wang, Vikas Ashok, IV Ramakrishnan, Antti Oulasvirta, Xiaojun Bi
MobileHCI ‘21

Teaching

I have given guest lectures on computational models of human behaviour, user modeling and decision-making at Aalto University. I was also a co-organiser on a course in using Generative AI in user centred design.