Theses

Modeling human decision-making in naturalistic settings.
Aini Putkonen, Aalto University, Doctoral thesis.
Available at Aaltodoc

Publications

Understanding Visual Search in Graphical User Interfaces
Aini Putkonen, Yue Jiang, Jingchun Zeng, Olli Tammilehto, Jussi P.P. Jokinen, Antti Oulasvirta.
International Journal of Human-Computer Studies

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.