Papers
19
Total Citations
284
H-Index
11
About
Jonathan Gratch is a leading figure in affective computing and human-machine interaction, whose research illuminates how virtual humans and social robots can understand, express, and leverage emotion to build trust, rapport, and effective collaboration. As a Research Professor at the University of Southern California’s Institute for Creative Technologies, Gratch has pioneered the use of virtual humans as a toolkit for cognitive science, demonstrating that these agents can serve as powerful experimental platforms to study social dynamics. His work on rapport shows that socially interactive agents can foster genuine connection, while his studies on self-disclosure reveal that people will open up to computers in ways beneficial to mental health—a finding with profound implications for digital therapy. Gratch has also explored the social functions of machine emotional expressions, showing that even simple displays can significantly improve human-machine interaction. With highly cited papers including “Getting to Know Each Other” (57 citations) and “Rapport Between Humans and Socially Interactive Agents” (31 citations), his impact spans from foundational theory to practical applications in conflict mediation and autonomous vehicle ethics. Gratch’s research not only advances AI but reshapes our understanding of what it means to interact socially with machines.
Research Focus
Key Achievements
Top Papers
- 1Getting to Know Each Other57 citations · 2018
- 2Rapport Between Humans and Socially Interactive Agents31 citations · 2021
- 3Multimodal Analysis and Estimation of Intimate Self-Disclosure29 citations · 2019
- 4Virtual Humans: A New Toolkit for Cognitive Science Research.21 citations · 2013
- 5Social Functions of Machine Emotional Expressions19 citations · 2023
- 6Risk of Injury in Moral Dilemmas With Autonomous Vehicles17 citations · 2021
- 7
- 8Comparing Three Computational Models of Affect12 citations · 2010
- 9Exploring the Implications of Virtual Human Research for Human-Robot Teams12 citations · 2015
- 10