Clustering eye movement transitions reveals latent cognitive strategies

Šimon Kucharský, Ingmar Visser, Gabriela-Olivia Truțescu, Paulo Guirro Laurence, Martina Zaharieva & Maartje E. J. Raijmakers
In cognitive tasks, solvers can adopt different strategies to process information which may lead to different response behavior. These strategies might elicit different eye movement patterns which can thus provide substantial information about the strategy a person uses. However, these strategies are usually hidden and need to be inferred from the data. After an overview of existing techniques which use eye movement data for the identification of latent cognitive strategies, we present a relatively easy...
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