Year: 2011
Type: article
Abstract: In this paper we study the roles of top-down planning and the bottom-up elements in problem-solving tasks.We investigate how factors, such as conceptual understanding, perceptual representation and previous experience with the task, influence the action selection.The cognitive and perceptual aspects of problemsolving task are studied within the environment of card game SET.The discussion is provided on cognitive and perceptual demands on the game, and the difference between novice and expert players is analyzed with respect to two types of processes.The hypotheses proposed in this paper are tested on data obtained through an eye tracking experiment.Based on findings the ACT-R model of human player is implemented and compared to human performance.
Authors: Enkhbold Nyamsuren, Niels Taatgen
Institution: University of Groningen
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W2579145512