A Reasonable Effectiveness of Features in Modeling Visual Perception of User Interfaces

Training data for user behavior models that predict subjective dimensions of visual perception are often too scarce for deep learning methods to be applicable. With the typical datasets in HCI limited to thousands or even hundreds of records, feature-based approaches are still widely used in visual...

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Bibliographic Details
Main Authors: Maxim Bakaev, Sebastian Heil, Martin Gaedke
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/7/1/30