Professor Stacy Marsella

Professor (Centre for Social, Cognitive & Affective Neuroscience)

telephone: 2185
email: Stacy.Marsella@glasgow.ac.uk

Contact by emai

Research interests

My interest is in the computational modeling of cognition, emotion and social behavior, both as a basic research methodology in the study of human behavior as well as the use of these computational models in a range of education and analysis applications. Current research spans the interplay of emotion and cognition, modeling the influence that Theory of Mind, beliefs about the mental processes of others, has on social interaction and the role of nonverbal behavior in face-to-face interaction. Key applications of these models includes the design of virtual humans, software entities that look human and interact with humans in virtual environments using spoken dialog as well as large scale modeling and simulation of social behavior.

Publications

List by: Type | Date

Jump to: 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013

Number of items: 63.

2023

Yongsatianchot, N. and Marsella, S. (2023) A computational model of coping and decision making in high-stress, uncertain situations: an application to hurricane evacuation decisions. IEEE Transactions on Affective Computing, 14(3), pp. 2539-2556. (doi: 10.1109/TAFFC.2022.3173812)

2022

Fiani, C. and Marsella, S. (2022) Investigating the Non-verbal Behavior Features of Bullying for the Development of an Automatic Recognition System in Social Virtual Reality. In: 2022 International Conference on Advanced Visual Interfaces (AVI 2022), Rome, Italy, 06-10 Jun 2022, ISBN 9781450397193 (doi: 10.1145/3531073.3534492)

Chollet, M. , Marsella, S. and Scherer, S. (2022) Training public speaking with virtual social interactions: effectiveness of real-time feedback and delayed feedback. Journal on Multimodal User Interfaces, 16(1), pp. 17-29. (doi: 10.1007/s12193-021-00371-1)

Pecune, F., Callebert, L. and Marsella, S. (2022) Designing persuasive food conversational recommender systems with nudging and socially-aware conversational strategies. Frontiers in Robotics and AI, 8, 733835. (doi: 10.3389/frobt.2021.733835) (PMID:35127834) (PMCID:PMC8807554)

2021

Moghaddam, M., Wilson, N. C., Modestino, A. S., Jona, K. and Marsella, S. C. (2021) Exploring augmented reality for worker assistance versus training. Advanced Engineering Informatics, 50, 101410. (doi: 10.1016/j.aei.2021.101410)

Saund, C., Birladeanu, A. and Marsella, S. (2021) CMCF: An Architecture for Realtime Gesture Generation by Clustering Gestures by Motion and Communicative Function. In: 20th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '21), 3-7 May 2021, pp. 1136-1144. ISBN 9781450383073

Yongsatianchot, N. and Marsella, S. (2021) A Computational Model of Coping for Simulating Human Behavior in High-Stress Situations. In: 20th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '21), 3-7 May 2021, pp. 1425-1433. ISBN 9781450383073

Poeppel, J., Kopp, S. and Marsella, S. (2021) Less egocentric biases in theory of mind when observing agents in unbalanced decision problems. Proceedings of the Annual Meeting of the Cognitive Science Society, 43, pp. 1264-1270.

2020

Pecune, F., Callebert, L. and Marsella, S. (2020) A Socially-Aware Conversational Recommender System for Personalized Recipe Recommendations. In: 8th International Conference on Human-Agent Interaction (HAI '20), 10-13 Nov 2020, pp. 78-86. ISBN 9781450380546 (doi: 10.1145/3406499.3415079)

Feng, D. and Marsella, S. (2020) An Improvisational Approach to Acquire Social Interactions. In: 20th ACM International Conference on Intelligent Virtual Agents (IVA ’20), Scotland, Virtual Event, UK, 20-22 Oct 2020, ISBN 9781450375863 (doi: 10.1145/3383652.3423903)

Pecune, F. and Marsella, S. (2020) A Framework to Co-optimize Task and Social Dialogue Policies using Reinforcement Learning. In: 20th ACM International Conference on Intelligent Virtual Agents (IVA ’20), Scotland, Virtual Event, UK, 20-22 Oct 2020, ISBN 9781450375863 (doi: 10.1145/3383652.3423877)

Xu, Y., Jeong, D., Sequeira, P., Gratch, J., Aslam, J. and Marsella, S. (2020) A Supervised Topic Model Approach to Learning Effective Styles within Human-Agent Negotiation. In: 19th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '20), Auckland, New Zealand, 9-13 May 2020, pp. 2047-2049. ISBN 9781450375184

Mohaddesi, O., Sun, Y., Azghandi, R., Doroudi, R., Snodgrass, S., Ergun, O., Griffin, J., Kaeli, D., Marsella, S. and Harteveld, C. (2020) Introducing Gamettes: A Playful Approach for Capturing Decision-Making for Informing Behavioral Models. In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20), Honolulu, HI, USA, 25-30 April 2020, ISBN 9781450367080 (doi: 10.1145/3313831.3376571)

Doroudi, R., Sequeira, P., Marsella, S. , Ergun, O., Azghandi, R., Kaeli, D., Sun, Y. and Griffin, J. (2020) Effects of trust-based decision making in disrupted supply chains. PLoS ONE, 15(2), e0224761. (doi: 10.1371/journal.pone.0224761) (PMID:32069295) (PMCID:PMC7028279)

2019

Saund, C., Roth, M., Chollet, M. and Marsella, S. (2019) Multiple metaphors in metaphoric gesturing. 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII), Cambridge, UK, 3-6 Sept 2019. pp. 524-530. ISBN 9781728138893 (doi: 10.1109/ACII.2019.8925435)

Barrett, L. F., Adolphs, R., Marsella, S. , Martinez, A. M. and Pollak, S. D. (2019) Emotional expressions reconsidered: challenges to inferring emotion from human facial movements. Psychological Science in the Public Interest, 20(1), pp. 1-68. (doi: 10.1177/1529100619832930) (PMID:31313636)

Yongsatianchot, N. and Marsella, S. (2019) A Computational Model of Hurricane Evacuation Decision. In: 19th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '20), Auckland, New Zealand, 9-13 May 2020, pp. 2062-2064. ISBN 9781450375184

Yongsatianchot, N. and Marsella, S. (2019) Modeling Human Decision-Making during Hurricanes: From Model to Data Collection to Prediction. In: 18th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS '19), Montreal, QC, Canada, 13-17 May 2019, pp. 2294-2296.

de Melo, C. M., Marsella, S. and Gratch, J. (2019) Human cooperation when acting through autonomous machines. Proceedings of the National Academy of Sciences of the United States of America, 116(9), pp. 3482-3487. (doi: 10.1073/pnas.1817656116) (PMID:30808742) (PMCID:PMC6397531)

Doroudi, R. et al. (2019) An Integrated Simulation Framework for Examining Resiliency in Pharmaceutical Supply Chains Considering Human Behaviors. In: 2018 Winter Simulation Conference (WSC), Gothenburg, Sweden, 9-12 Dec 2018, pp. 88-99. ISBN 9781538665732 (doi: 10.1109/WSC.2018.8632387)

Feng, D., Sequeira, P., Carstensdottir, E., Seif El-Nasr, M. and Marsella, S. (2019) Learning Generative Models of Social Interactions with Humans-in-the-Loop. In: 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), Orlando, Florida, USA, 17-20 Dec 2018, pp. 509-516. ISBN 9781538668061 (doi: 10.1109/ICMLA.2018.00082)

Feng, D., Carstensdottir, E., El-Nasr, M. S. and Marsella, S. (2019) Exploring Improvisational Approaches to Social Knowledge Acquisition. In: 18th International Conference on Autonomous Agents and MultiAgent Systems, Montreal, QC, Canada, 13-17 May 2019, pp. 1060-1068. ISBN 9781450363099

Miller, L. C. et al. (2019) Causal inference in generalizable environments: systematic representative design. Psychological Inquiry, 30(4), pp. 173-202. (doi: 10.1080/1047840X.2019.1693866)

2018

Ravenet, B., Pelachaud, C., Clavel, C. and Marsella, S. (2018) Automating the production of communicative gestures in embodied characters. Frontiers in Psychology, 9, 1144. (doi: 10.3389/fpsyg.2018.01144) (PMID:30038593) (PMCID:PMC6046454)

Krämer, N., Sobieraj, S., Feng, D., Trubina, E. and Marsella, S. (2018) Being bullied in virtual environments: experiences and reactions of male and female students to a male or female oppressor. Frontiers in Psychology, 9, 253. (doi: 10.3389/fpsyg.2018.00253) (PMID:29559938) (PMCID:PMC5845558)

Wang, H. and Marsella, S. (2018) Assessing Personality Through Objective Behavioral Sensing. In: Seventh International Conference on Affective Computing and Intelligent Interaction (ACII 2017), San Antonio, TX, USA, 23-26 Oct 2017, pp. 131-137. ISBN 9781538605639 (doi: 10.1109/ACII.2017.8273590)

Xu, Y., Sequeira, P. and Marsella, S. (2018) Towards Modeling Agent Negotiators by Analyzing Human Negotiation Behavior. In: Seventh International Conference on Affective Computing and Intelligent Interaction (ACII 2017), San Antonio, TX, USA, 23-26 Oct 2017, pp. 58-64. ISBN 9781538605639 (doi: 10.1109/ACII.2017.8273579)

de Melo, C. M., Marsella, S. and Gratch, J. (2018) Social decisions and fairness change when people’s interests are represented by autonomous agents. Autonomous Agents and Multi-Agent Systems, 32(1), pp. 163-187. (doi: 10.1007/s10458-017-9376-6)

Sequeira, P. and Marsella, S. (2018) Analyzing Human Negotiation using Automated Cognitive Behavior Analysis: The Effect of Personality. In: 40th Annual Cognitive Science Society Meeting, Madison, WI, USA, 25-28 Jul 2018, pp. 1055-1060.

2017

Kron, F. W. et al. (2017) Using a computer simulation for teaching communication skills: A blinded multisite mixed methods randomized controlled trial. Patient Education and Counseling, 100(4), pp. 748-759. (doi: 10.1016/j.pec.2016.10.024) (PMID:27939846) (PMCID:PMC5385273)

de Melo, C. M., Marsella, S. and Gratch, J. (2017) Increasing Fairness by Delegating Decisions to Autonomous Agents. In: AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, Sao Paulo, Brazil, 8-12 May 2017, ISBN 9781450342391

Feng, D., Jeong, D. C., Kramer, N. C., Miller, L. C. and Marsella, S. (2017) "Is It Just Me?": Evaluating Attribution of Negative Feedback as a Function of Virtual Instructor's Gender and Proxemics. In: AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, Sao Paulo, Brazil, 8-12 May 2017, ISBN 9781450342391

Jeong, D. C., Feng, D., Krämer, N. C., Miller, L. C. and Marsella, S. (2017) Negative feedback in your face: examining the effects of proxemics and gender on learning. In: 17th International Intelligent Virtual Agents Conference (IVA 2017), Stockholm, Sweden, 27-30 Aug 2017, pp. 170-183. ISBN 9783319674001 (doi: 10.1007/978-3-319-67401-8_19)

2016

Feng, D., Carstensdottir, E., Carnicke, S. M., El-Nasr, M. S. and Marsella, S. (2016) An active analysis and crowd sourced approach to social training. In: Nack, F. and Gordon, A. S. (eds.) Interactive Storytelling: 9th International Conference on Interactive Digital Storytelling, ICIDS 2016, Los Angeles, CA, USA, November 15–18, 2016, Proceedings. Series: Lecture Notes in Computer Science, 10045. Springer, pp. 156-167. ISBN 9783319482781 (doi: 10.1007/978-3-319-48279-8_14)

Rizzo, A. et al. (2016) Detection and computational analysis of psychological signals using a virtual human interviewing agent. Journal of Pain Management, pp. 311-322.

Yongsatianchot, N. and Marsella, S. (2016) Integrating model-based prediction and facial expressions in the perception of emotion. In: Steunebrink, B., Wang, P. and Goertzel, B. (eds.) Artificial General Intelligence: 9th International Conference, AGI 2016, New York, NY, USA, July 16-19, 2016, Proceedings. Series: Lecture Notes in Computer Science, 9782. Springer, pp. 234-243. ISBN 9783319416489 (doi: 10.1007/978-3-319-41649-6_23)

de Melo, C., Marsella, S. and Gratch, J. (2016) People do not feel guilty about exploiting machines. ACM Transactions on Computer-Human Interaction, 23(2), 8. (doi: 10.1145/2890495)

de Melo, C. M., Marsella, S. and Gratch, J. (2016) "Do As I Say, Not As I Do": Challenges in Delegating Decisions to Automated Agents. In: 2016 International Conference on Autonomous Agents & Multiagent Systems (AAMAS '16), Singapore, 09-13 May 2016, pp. 949-956. ISBN 9781450342391

Pecune, F., Ochs, M., Marsella, S. and Pelachaud, C. (2016) SOCRATES: from SOCial Relation to ATtitude ExpressionS. In: 2016 International Conference on Autonomous Agents & Multiagent Systems (AAMAS '16), Singapore, 09-13 May 2016, pp. 921-930. ISBN 9781450342391

2015

Alfonso, B., Pynadath, D. V., Lhommet, M. and Marsella, S. (2015) Emotional Perception for Updating Agents' Beliefs. In: International Conference on Affective Computing and Intelligent Interaction (ACII 2015), Xi'an, China, 21-24 Sep 2015, pp. 201-207. ISBN 9781479999538 (doi: 10.1109/ACII.2015.7344572)

Gratch, J., Cheng, L. and Marsella, S. (2015) The Appraisal Equivalence Hypothesis: Verifying the Domain-Independence of a Computational Model of Emotion Dynamics. In: International Conference on Affective Computing and Intelligent Interaction (ACII 2015), Xi'an, China, 21-24 Sep 2015, pp. 105-111. ISBN 9781479999538 (doi: 10.1109/ACII.2015.7344558)

Stratou, G. et al. (2015) A demonstration of the perception system in SimSensei, a virtual human application for healthcare interviews. In: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), Xi'an, China, 21-24 Sept 2015, pp. 787-789. ISBN 9781479999538 (doi: 10.1109/ACII.2015.7344661)

Lucas, G. M., Gratch, J., Cheng, L. and Marsella, S. (2015) When the going gets tough: grit predicts costly perseverance. Journal of Research in Personality, 59, pp. 15-22. (doi: 10.1016/j.jrp.2015.08.004)

Lhommet, M., Xu, Y. and Marsella, S. (2015) Cerebella: Automatic Generation of Nonverbal Behavior for Virtual Humans. In: 9th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference (IAAI 2015), Austin, TX, USA, 25-30 Jan 2015, pp. 4303-4304. ISBN 9781577357049

Morency, L.-P. et al. (2015) SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. In: 9th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference (IAAI 2015), Austin, TX, USA, 25-30 Jan 2015, pp. 4307-4308. ISBN 9781577357049

Wang, N., Pynadath, D. V. and Marsella, S. C. (2015) Subjective perceptions in wartime negotiation. IEEE Transactions on Affective Computing, 6(2), pp. 118-126. (doi: 10.1109/TAFFC.2014.2378312)

Chiu, C.-C., Morency, L.-P. and Marsella, S. (2015) Predicting co-verbal gestures: a deep and temporal modeling approach. In: 15th International Intelligent Virtual Agents Conference (IVA 2015), Delft, The Netherlands, 26-28 Aug 2015, pp. 152-166. ISBN 9783319219950 (doi: 10.1007/978-3-319-21996-7_17)

Feng, A. W., Leuski, A., Marsella, S. , Casas, D., Kang, S.-H. and Shapiro, A. (2015) A platform for building mobile virtual humans. In: 15th International Intelligent Virtual Agents Conference (IVA 2015), Delft, The Netherlands, 26-28 Aug 2015, pp. 310-319. (doi: 10.1007/978-3-319-21996-7_33)

Gratch, J., DeVault, D., Lucas, G. M. and Marsella, S. (2015) Negotiation as a challenge problem for virtual humans. In: 15th International Intelligent Virtual Agents Conference (IVA 2015), Delft, The Netherlands, 26-28 Aug 2015, pp. 201-215. (doi: 10.1007/978-3-319-21996-7_21)

2014

Marsella, S. and Gratch, J. (2014) Computationally modeling human emotion. Communications of the ACM, 57(12), pp. 56-67. (doi: 10.1145/2631912)

Si, M. and Marsella, S. C. (2014) Encoding theory of mind in character design for pedagogical interactive narrative. Advances in Human-Computer Interaction, 2014, 386928. (doi: 10.1155/2014/386928)

Chiu, C.-C. and Marsella, S. (2014) Gesture Generation with Low-Dimensional Embeddings. In: 2014 International Conference on Autonomous Agents and Multi-agent Systems (AAMAS '14), Paris, France, 05-09 May 2014, pp. 781-788. ISBN 9781450327381

DeVault, D. et al. (2014) SimSensei Kiosk: A Virtual Human Interviewer for Healthcare Decision Support. In: 2014 International Conference on Autonomous Agents and Multi-agent Systems (AAMAS '14), Paris, France, 05-09 May 2014, pp. 1061-1068. ISBN 9781450327381

Feng, A., Lucas, G., Marsella, S. , Suma, E., Chiu, C.-C., Casas, D. and Shapiro, A. (2014) Acting the part: the role of gesture on avatar identity. In: Proceedings of the Seventh International Conference on Motion in Games (MIG 14), New York, NY, USA, 6-8 Nov 2014, pp. 49-54. ISBN 9781450326230 (doi: 10.1145/2668064.2668102)

Gratch, J. et al. (2014) The Distress Analysis Interview Corpus of Human and Computer Interviews. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 26-31 May 2014. ISBN 9782951740884

Lhommet, M. and Marsella, S. (2014) Metaphoric gestures: towards grounded mental spaces. In: 14th International Intelligent Virtual Agents Conference (IVA 2014), Boston, MA, USA, 27-29 Aug 2014, pp. 264-274. (doi: 10.1007/978-3-319-09767-1_34)

Pynadath, D. V., Rosenbloom, P. S. and Marsella, S. C. (2014) Reinforcement learning for adaptive theory of mind in the sigma cognitive architecture. In: Goertzel, B., Orseau, L. and Snaider, J. (eds.) Artificial General Intelligence: 7th International Conference, AGI 2014, Quebec City, QC, Canada, August 1-4, 2014. Proceedings. Springer, pp. 143-154. ISBN 9783319092737 (doi: 10.1007/978-3-319-09274-4_14)

Xu, Y., Pelachaud, C. and Marsella, S. (2014) Compound gesture generation: a model based on ideational units. In: 14th International Intelligent Virtual Agents Conference (IVA 2014), Boston, MA, USA, 27-29 Aug 2014, pp. 477-491. (doi: 10.1007/978-3-319-09767-1_58)

2013

Gratch, J. and Marsella, S. (Eds.) (2013) Social Emotions in Nature and Artifact. Oxford. ISBN 9780195387643

Gatch, J. and Marsella, S. C. (2013) Requirements for a process model of appraisal from a social functional perspective. In: Gatch, J. and Marsella, S. (eds.) Social Emotions in Nature and Artifact$ Social Emotions in Nature and Artifact. Oxford. ISBN 9780195387643 (doi: 10.1093/acprof:oso/9780195387643.003.0005)

Gratch, J. and Marsella, S. (2013) Introduction. In: Gratch, J. and Marsella, S. (eds.) Social Emotions in Nature and Artifact. Oxford. ISBN 9780195387643 (doi: 10.1093/acprof:oso/9780195387643.001.0001)

Pynadath, D. V., Si, M. and Marsella, S. (2013) Modeling theory of mind and cognitive appraisal with decision-theoretic agents. In: Gratch, J. and Marsella, S. (eds.) Social Emotions in Nature and Artifact. Oxford. ISBN 9780195387643 (doi: 10.1093/acprof:oso/9780195387643.001.0001)

Wang, N., Pynadath, D. V. and Marsella, S. C. (2013) Subjective Perceptions in Wartime Negotiation. In: 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, Geneva, Switzerland, 02-05 Sep 2013, pp. 540-545. ISBN 9780769550480 (doi: 10.1109/ACII.2013.95)

This list was generated on Thu Nov 7 11:08:05 2024 GMT.

Jump to: Articles | Book Sections | Edited Books | Conference or Workshop Item | Conference Proceedings

Number of items: 63.

Articles

Miller, L. C. et al. (2019) Causal inference in generalizable environments: systematic representative design. Psychological Inquiry, 30(4), pp. 173-202. (doi: 10.1080/1047840X.2019.1693866)

Rizzo, A. et al. (2016) Detection and computational analysis of psychological signals using a virtual human interviewing agent. Journal of Pain Management, pp. 311-322.

de Melo, C., Marsella, S. and Gratch, J. (2016) People do not feel guilty about exploiting machines. ACM Transactions on Computer-Human Interaction, 23(2), 8. (doi: 10.1145/2890495)

Wang, N., Pynadath, D. V. and Marsella, S. C. (2015) Subjective perceptions in wartime negotiation. IEEE Transactions on Affective Computing, 6(2), pp. 118-126. (doi: 10.1109/TAFFC.2014.2378312)

Marsella, S. and Gratch, J. (2014) Computationally modeling human emotion. Communications of the ACM, 57(12), pp. 56-67. (doi: 10.1145/2631912)

Si, M. and Marsella, S. C. (2014) Encoding theory of mind in character design for pedagogical interactive narrative. Advances in Human-Computer Interaction, 2014, 386928. (doi: 10.1155/2014/386928)

Book Sections

Edited Books

Gratch, J. and Marsella, S. (Eds.) (2013) Social Emotions in Nature and Artifact. Oxford. ISBN 9780195387643

Conference or Workshop Item

Conference Proceedings

This list was generated on Thu Nov 7 11:08:05 2024 GMT.

Grants

Grants and Awards listed are those received whilst working with the University of Glasgow.

From data and theory to computational models of more effective virtual human gestures
Engineering and Physical Sciences Research Council
2020 - 2022
AGENTS with Theory of Mind for Intelligent Collaboration (ATOMIC)
Defense Advanced Research Projects Agency
2019 - 2023
Graphical Encoding of First Principles for Agent-Based Social Simulation (GEFPABSS)
Defense Advanced Research Projects Agency
2018 - 2020

Supervision

Supervised Postgraduate Students

Marion Roth (Postgraduate)
Tobias Thejll-Madsen (Postgraduate)

Research Assistants

Stephanie Cheng (Research Assistant)
Amol Deshmukh (Research Associate)
Alessandro Vinciarelli (Associate)

Professor Stacy Marsella

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Professor Stacy Marsella

Research interests

Publications

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

Articles

Book Sections

Edited Books

Conference or Workshop Item

Conference Proceedings

Grants

Supervision

Supervised Postgraduate Students

Research Assistants