Predicting choice behaviour in economic games using gaze data encoded as scanpath images

Abstract Eye movement data has been extensively utilized by researchers interested in studying decision-making within the strategic setting of economic games. In this paper, we demonstrate that both deep learning and support vector machine classification methods are able to accurately identify parti...

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Bibliographic Details
Main Authors: Sean Anthony Byrne, Adam Peter Frederick Reynolds, Carolina Biliotti, Falco J. Bargagli-Stoffi, Luca Polonio, Massimo Riccaboni
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-31536-5