Towards the Development of Speech-Based Measures of Stress Response in Individuals

no code implementations • NAACL (CLPsych) 2021 • Archna Bhatia, Toshiya Miyatsu, Peter Pirolli

In this paper, we identify and validate features in speech that can be used as indicators of stress response in individuals to develop speech-based measures of stress response.

Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution

no code implementations • 12 Oct 2021 • Arash Mahyari, Peter Pirolli, Jacqueline A. LeBlanc

Moreover, exercise recommendation systems are significantly different from streaming recommendation systems in that we are not able to collect click feedback from the participants in exercise recommendation systems.

Active Learning Recommendation Systems

Physical Exercise Recommendation and Success Prediction Using Interconnected Recurrent Neural Networks

no code implementations • 1 Oct 2020 • Arash Mahyari, Peter Pirolli

Unhealthy behaviors, e. g., physical inactivity and unhealthful food choice, are the primary healthcare cost drivers in developed countries.