Oulasvirta Lab

Aalto University

Manner-Suomi (FI1) · Finland

ERC-funded
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ERC Advanced Grant · 2023

Artificial User

PROBLEM: Despite decades of research on human-computer interaction (HCI), the problem of how to predict human performance with a given user interface (UI) is unsolved. Existing computational models are limited in scope or require large datasets or expert input. Instead, empirical methods are used that are costly and error-prone. OBJECTIVE: This project establishes the foundations of simulation intelligence in HCI through computational rationality. Given a design and a task environment, a simulator generates human-like moment-to-moment behavior autonomously, from which key metrics can be computed, i.e. for learning, performance, and ergonomics. ”Artificial users” can be commanded using…

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