22 citations · 26 across the 3 of their papers we have counts for
4 papers
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A Case Study of Automated Video Interviews
Brandon M Booth, Louis Hickman, Shree Krishna Subburaj +3
We provide a psychometric-grounded exposition of bias and fairness as applied to a typical machine learning pipeline for affective computing. We expand on an interpersonal communic…
Multimodal Engagement Analysis from Facial Videos in the Classroom
Ömer Sümer, Patricia Goldberg, Sidney D'Mello +3
Student engagement is a key construct for learning and teaching. While most of the literature explored the student engagement analysis on computer-based settings, this paper extend…
Designing an Interactive Visualization System for Monitoring Participant Compliance in a Large-Scale, Longitudinal Study
Poorna Talkad Sukumar, Thomas Breideband, Gonzalo Martinez +6
Frequent monitoring of participant compliance is necessary when conducting large-scale, longitudinal studies to ensure that the collected data is of sufficiently high quality. Whil…
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being
Pablo Robles-Granda, Suwen Lin, Xian Wu +15
Assessment of job performance, personalized health and psychometric measures are domains where data-driven and ubiquitous computing exhibits the potential of a profound impact in t…