A few publications of Jonathan Gratch (Complete list here or GoogleScholar)

   Emotion

   Negotiation

Rapport

Virtual Humans

  Intelligent Agents

Emotion and Social Modeling

Ala Tak and Jonathan Gratch. Is GPT a Computational Model of Emotion. International Conference on Affective Computing and Intelligent Interaction, Boston, MA, September 2023

Celso de Melo, Jonathan Gratch, Stacy Marsella and Catherine Pelachaud, Social Functions of Machine Emotional Expressions," Proceedings of the IEEE (in press)

Rafa Calvo, Sidney D'Mello, Jonathan Gratch and Arvid Kappas (Eds). Handbook of Affective Computing. Oxford University Press. 2015

Jonathan Gratch and Stacy Marsella (Eds.). Social Emotions in Nature and Artifact. Oxford University Press, 2013

Celso de Melo, Peter Carnevale, Stephen Read and Jonathan Gratch. Reading people’s minds from emotion expressions in interdependent decision making.  Journal of Personality and Social Psychology, 106(1), 2014, pp. 73-88

Stacy Marsella, Jonathan Gratch and Paolo Petta. Computational Models of Emotion. In in Scherer, K.R., Bänziger, T., & Roesch, E. (Eds.) A blueprint for a affective computing: A sourcebook and manual. Oxford: Oxford University Press, 2010

Stacy Marsella and Jonathan Gratch, EMA: A Process Model of Appraisal Dynamics. Journal of Cognitive Systems Research, vol 10(1), 2009, pp 70-90

Jonathan Gratch and Stacy Marsella, "A Domain-independent framework for modeling emotion, " Journal of Cognitive Systems Research, Volume 5, Issue 4, 2004, pp. 269-306

Negotiation

Kushal Chawla, Ian Wu, Yu Rong, Gale Lucas, Jonathan Gratch. Be selfish, but wisely: Investigating the impact of agent personality in mixed-motive human-agent interactions. EMNLP 2023

Alaine Murawski, Vanessa Ramirez-Zohfeld, Allison Schierer, Johnathan Mell, Jonathan Gratch, Jeanne Brett, Lee A Lindquist. Transforming a Negotiation Framework to Resolve Conflicts between Older Adults and Caregivers. Geriatrics 8(2) (2023)

Chawla, Kushal, Weiyan Shi, Jengwen Zhang, Gale Lucas, Zhou Yu, and Jonathan Gratch. Social Influence Dialogue Systems: A Survey of Datasets and Models for Social Influence Tasks. 17th Conference of the European Chapter of the Association for Computational Linguistics (ACL). May 2023

Jonathan Gratch. The Promise and Peril of Automated Negotiators. Negotiation Journal 37 (1). 2021, pp. 13-34

Jonathan Gratch, David DeVault, Gale Lucas, Stacy Marsella. Negotiation as a Challenge Problem for Virtual Humans. 15th International Conference on Intelligent Virtual Agents. Delft, The Netherlands. 2015.

Rapport and Social Effects

Jonathan Gratch and Gale Lucas. Rapport between humans and machines. Handbook on Socially Interactive Agents. B. Lugrin, C. Pelachaud and D. Traum (Eds.). ACM Press, 2021. pp. 433-462

Gale Lucas, Jonathan Gratch, Aisha King and Louis-Philippe Morency. It's Only a Computer: Virtual Humans Increase Willingness to Disclose. Journal of Computers in Human Behavior. v37. 2014. pp. 94-100

Lixing Huang, Louis-Philippe Morency, Jonathan Gratch. Learning Backchannel Prediction Model from Parasocial Consensus Sampling: A Subjective Evaluation. 10th International Conference on Intelligent Virtual Agents, Philadelphia, PA. 2010.

Lixing Huang, Louis-Philippe Morency, Jonathan Gratch. Parasocial Consensus Sampling: Combining Multiple Perspectives to Learn Virtual Human Behavior. 9th International Conference on Autonomous Agents and Multiagent Systems. Toronto, Canada, 2010.

Jonathan Gratch, Ning Wang, Jillian Gerten, Edward Fast and Robin Duffy. Creating Rapport with Virtual Agents. 7th International Conference on Intelligent Virtual Agents, Paris, France 2007

Gratch, J., Wang, N., Okhmatovskaia, A., Lamothe, F., Morales, M and Louis-Philippe Morency. Can virtual humans be more engaging than real ones? 12th International Conference on Human-Computer Interaction, Beijing, China 2007

Virtual Humans

Jonathan Gratch. The promise and peril of interactive embodied agents for studying non-verbal communication: a machine learning perspective. Philosophical Transactions of the Royal Society B. 378(1875). 2023

Jonathan Gratch, David DeVault, Gale Lucas, Stacy Marsella. Negotiation as a Challenge Problem for Virtual Humans. 15th International Conference on Intelligent Virtual Agents. Delft, The Netherlands. 2015.

David DeVault, Ron Artstein, Grace Benn, Teresa Dey, Alesia Egan, Ed Fast, Kallirroi Georgila, Jonathan Gratch, Arno Hartholt, Margaux Lhommet, et al. SimSensei: A Virtual Human Interviewer for Healthcare Decision Support. 13th International Conference on Autonomous Agents and Multiagent Systems. Paris, France 2014

 

Intelligent Agents

Jonathan Gratch and Nathanael Fast. The power to harm: AI assistants pave the way to unethical behavior, Current Opinions in Psychology. 2022

Celso M. de Melo, Stacy Marsella, and Jonathan Gratch. Human Cooperation when Acting Through Autonomous Machines. Proceedings of the National Academy of Science (PNAS) 116 (9), 2019, pp. 3482-3487

Celso de Melo, Stacy Marsella and Jonathan Gratch. Social decisions and fairness change when people’s interests are represented by autonomous agents. Journal of Autonomous Agents and Multiagent Systems 32(1), 2018. pp. 163-187