A review of machine learning in scanpath analysis for passive gaze-based interaction
The scanpath is an important concept in eye tracking. It refers to a person's eye movements
over a period of time, commonly represented as a series of alternating fixations and …
over a period of time, commonly represented as a series of alternating fixations and …
DISCOVER: A Data-driven Interactive System for Comprehensive Observation, Visualization, and ExploRation of Human Behaviour
Understanding human behavior is a fundamental goal of social sciences, yet its analysis
presents significant challenges. Conventional methodologies employed for the study of …
presents significant challenges. Conventional methodologies employed for the study of …
Implicit estimation of paragraph relevance from eye movements
Eye movements were shown to be an effective source of implicit relevance feedback in
constrained search and decision-making tasks. Recent research suggests that gaze-based …
constrained search and decision-making tasks. Recent research suggests that gaze-based …
The AffectToolbox: Affect Analysis for Everyone
In the field of affective computing, where research continually advances at a rapid pace, the
demand for user-friendly tools has become increasingly apparent. In this paper, we present …
demand for user-friendly tools has become increasingly apparent. In this paper, we present …
Leveraging implicit gaze-based user feedback for interactive machine learning
Abstract Interactive Machine Learning (IML) systems incorporate humans into the learning
process to enable iterative and continuous model improvements. The interactive process …
process to enable iterative and continuous model improvements. The interactive process …