Modeling Prototypical Preference Behavior and Diversity using Rank Score Characteristic Functions

• Published in: 2022 IEEE 21st International Conference on Cognitive Informatics & Cognitive Computing (ICCICC) pp. 203 - 207
• Main Authors: Schweikert, Christina, Shimojo, Shinsuke, Glasser, Hannah, Hendsey, Rebecca, Alsaber, Rami, Hsu, D. Frank
• Format: Conference Proceeding
• Language: English
• Published: IEEE 08.12.2022
• Subjects: Behavioral sciences; cognitive diversity; Cognitive systems; Computational modeling; Decision making; Faces; information fusion; preference formation; rank score characteristic function

When given two human face images to choose, a subject's decision process is recorded as a sequence of eye movement gaze points. This sequence is then analyzed to detect and predict the preference made by the subject. In an experiment with twelve subjects, each with sixty trials, we have analyze...