Publications

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 taught the following lectures related to user modelling at Aalto University.

Modeling workflow

In ELEC-E7851 – Computational User Interface Desgin, Aalto University School of Electrical Engineering

Materials available here

User modeling

In ELEC-E7890 – User Research, Aalto University School of Electrical Engineering
Materials available here