Automating heuristic evaluation of websites using convolutional neural networks

• Main Authors: Fernandez, Ryan Austin, Deja, Jordan Aiko, Samson, Briane Paul V.
• Format: text
• Published: Animo Repository 2018
• Subjects: User interfaces (Computer systems); Neural networks (Computer science); Human-computer interaction; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3023
• Institution: De La Salle University

Heuristic evaluation is determining the usability of a user interface using predetermined heuristics. This task relies on heavy pattern recognition and experience which makes it suitable for deep learning techniques. A computational model is proposed which uses convolutional neural networks to autom...