Dr Mathieu Chollet

  • Lecturer in Healthcare Technologies (School of Computing Science)

email: Mathieu.Chollet@glasgow.ac.uk

18 Lilybank Gardens, Glasgow, Scotland, United Kingdom, G12 8RZ

ORCID iDhttps://orcid.org/0000-0001-9858-6844

Biography

Mathieu Chollet is a Lecturer in Healthcare Technologies in the School of Computing Science of the University of Glasgow. His research is focused on social virtual agents – virtual characters capable of interacting with users through dialogue and non-verbal behaviour – and social signal processing – the application of signal processing and artificial intelligence techniques to understanding facial, bodily, and vocal behaviour. In particular, his work deals with the generation of virtual humans’ socio-emotional behaviour and the assessment of their impact on users’ cognitive and emotional states, and the automatic assessment of users’ performances during human-agent interaction through multimodal machine learning. His research has a strong experimental focus, with application domains in social skills training, remote collaboration, and healthcare.

His background is in Computer Science and particularly Human-Computer Interaction, with a PhD at Telecom Paris (France) on socio-emotional behaviour planning models for embodied conversational agents funded as part of the EU FP7 TARDIS project. Before joining the University of Glasgow, he was an assistant professor in Computer Science at IMT Atlantique in the LS2N laboratory (Nantes, France), after post-doctoral appointments at the University of Glasgow’s Institute of Neuroscience and Psychology, the USC Institute for Creative Technologies, and a fellowship at the Tokyo National Institute of Informatics. His current research themes include the understanding of psychosocial stress during virtual social interactions, and the design and evaluation of pedagogical approaches for public speaking training based on virtual reality and artificial intelligence.

Publications

List by: Type | Date

Jump to: 2022 | 2019 | 2018 | 2017 | 2016
Number of items: 17.

2022

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)

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)

Lugrin, J.-L., Bosser, A.-G., Latoschik, M. E., Chollet, M. , Glémarec, Y. and Lugrin, B. (2019) Towards Narrative-Driven Atmosphere for Virtual Classrooms. In: 2019 CHI Conference on Human Factors in Computing Systems (CHI '19), Glasgow, UK, 04-09 May 2019, LBW1515. ISBN 9781450359719 (doi: 10.1145/3290607.3313067)

Chollet, M. , Ochs, M. and Pelachaud, C. (2019) A methodology for the automatic extraction and generation of non-verbal signals sequences conveying interpersonal attitudes. IEEE Transactions on Affective Computing, 10(4), pp. 585-598. (doi: 10.1109/TAFFC.2017.2753777)

Glémarec, Y., Bosser, A.-G., Buche, C., Lugrin, J.-L., Landeck, M., Latoschik, M. E. and Chollet, M. (2019) A Scalability Benchmark for a Virtual Audience Perception Model in Virtual Reality. In: 25th ACM Symposium on Virtual Reality Software and Technology ( VRST '19), Sydney, NSW, Australia, 12-15 November 2019, p. 48. ISBN 9781450370011 (doi: 10.1145/3359996.3364784)

2018

Chollet, M. , Ghate, P., Neubauer, C. and Scherer, S. (2018) Influence of Individual Differences when Training Public Speaking with Virtual Audiences. In: 18th International Conference on Intelligent Virtual Agents (IVA '18), Sydney, Australia, 05-08 Nov 2018, pp. 1-7. ISBN 9781450360135 (doi: 10.1145/3267851.3267874)

Chollet, M. , Ghate, P. and Scherer, S. (2018) A Generic Platform for Training Social Skills with Adaptative Virtual Agents. In: 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), Stockholm, Sweden, 10-15 Jul 2018, pp. 1800-1802. ISBN 9781510868083

Wu, J., Ghosh, S., Chollet, M. , Ly, S., Mozgai, S. and Scherer, S. (2018) NADiA - Towards Neural Network Driven Virtual Human Conversation Agents. In: 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), Stockholm, Sweden, 10-15 Jul 2018, pp. 2262-2264. ISBN 9781510868083

Wu, J., Ly, S., Ghosh, S., Mozgai, S., Chollet, M. and Scherer, S. (2018) NADiA: Neural Network Driven Virtual Human Conversation Agents. In: IVA '18: International Conference on Intelligent Virtual Agents, Sydney, NSW, Australia, 5-8 November 2018, pp. 173-178. ISBN 9781450360135 (doi: 10.1145/3267851.3267860)

2017

Neubauer, C., Chollet, M. , Mozgai, S., Dennison, M., Khooshabeh, P. and Scherer, S. (2017) The Relationship Between Task-induced Stress, Vocal Changes, and Physiological State During a Dyadic Team Task. In: 19th ACM International Conference on Multimodal Interaction (ICMI 2017), Glasgow, Scotland, 13-17 Nov 2017, pp. 426-432. ISBN 9781450355438 (doi: 10.1145/3136755.3136804)

Chollet, M. , Massachi, T. and Scherer, S. (2017) Racing heart and sweaty palms: what influences users’ self-assessments and physiological signals when interacting with virtual audiences? In: Beskow, J., Peters, C., Castellano, G., O'Sullivan, C., Leite, I. and Kopp, S. (eds.) Intelligent Virtual Agents: 17th International Conference, IVA 2017, Stockholm, Sweden, August 27-30, 2017, Proceedings. Series: Lecture notes in computer science (10498). Springer: Cham, pp. 83-86. ISBN 9783319674001 (doi: 10.1007/978-3-319-67401-8_9)

Ghosh, S., Chollet, M. , Laksana, E., Morency, L.-P. and Scherer, S. (2017) Affect-LM: a Neural Language Model for Customizable Affective Text Generation. In: 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), Vancouver, BC, Canada, 30 Jul - 04 Aug 2017, pp. 634-642. ISBN 9781945626753 (doi: 10.18653/v1/P17-1059)

Chollet, M. and Scherer, S. (2017) Assessing Public Speaking Ability from Thin Slices of Behavior. In: 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), Washington, D.C., USA, 30 May - 03 Jun 2017, pp. 310-316. ISBN 9781509040230 (doi: 10.1109/FG.2017.45)

Chollet, M. and Scherer, S. (2017) Perception of virtual audiences. IEEE Computer Graphics and Applications, 37(4), pp. 50-59. (doi: 10.1109/MCG.2017.3271465) (PMID:28829293)

2016

Chollet, M. , Prendinger, H. and Scherer, S. (2016) Native vs. Non-Native Language Fluency Implications on Multimodal Interaction for Interpersonal Skills Training. In: 18th ACM International Conference on Multimodal Interaction, Tokyo, Japan, 12-16 Nov 2016, pp. 386-393. ISBN 9781450345569 (doi: 10.1145/2993148.2993196)

Chollet, M. , Chandrashekhar, N., Shapiro, A., Morency, L.-P. and Scherer, S. (2016) Manipulating the perception of virtual audiences using crowdsourced behaviors. In: Traum, D., Swartout, W., Khooshabeh, P., Kopp, S., Scherer, S. and Leuski, A. (eds.) Intelligent Virtual Agents: 16th International Conference, IVA 2016, Los Angeles, CA, USA, September 20–23, 2016, Proceedings. Series: Lecture notes in computer science (10011). Springer: Cham, pp. 164-174. ISBN 9783319476643 (doi: 10.1007/978-3-319-47665-0_15)

Chollet, M. , Wörtwein, T., Morency, L.-P. and Scherer, S. (2016) A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety. In: 10th International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia, 23-28 May 2016, pp. 488-495. ISBN 9782951740891

This list was generated on Sun Dec 4 23:57:13 2022 GMT.
Number of items: 17.

Articles

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)

Chollet, M. , Ochs, M. and Pelachaud, C. (2019) A methodology for the automatic extraction and generation of non-verbal signals sequences conveying interpersonal attitudes. IEEE Transactions on Affective Computing, 10(4), pp. 585-598. (doi: 10.1109/TAFFC.2017.2753777)

Chollet, M. and Scherer, S. (2017) Perception of virtual audiences. IEEE Computer Graphics and Applications, 37(4), pp. 50-59. (doi: 10.1109/MCG.2017.3271465) (PMID:28829293)

Book Sections

Chollet, M. , Massachi, T. and Scherer, S. (2017) Racing heart and sweaty palms: what influences users’ self-assessments and physiological signals when interacting with virtual audiences? In: Beskow, J., Peters, C., Castellano, G., O'Sullivan, C., Leite, I. and Kopp, S. (eds.) Intelligent Virtual Agents: 17th International Conference, IVA 2017, Stockholm, Sweden, August 27-30, 2017, Proceedings. Series: Lecture notes in computer science (10498). Springer: Cham, pp. 83-86. ISBN 9783319674001 (doi: 10.1007/978-3-319-67401-8_9)

Chollet, M. , Chandrashekhar, N., Shapiro, A., Morency, L.-P. and Scherer, S. (2016) Manipulating the perception of virtual audiences using crowdsourced behaviors. In: Traum, D., Swartout, W., Khooshabeh, P., Kopp, S., Scherer, S. and Leuski, A. (eds.) Intelligent Virtual Agents: 16th International Conference, IVA 2016, Los Angeles, CA, USA, September 20–23, 2016, Proceedings. Series: Lecture notes in computer science (10011). Springer: Cham, pp. 164-174. ISBN 9783319476643 (doi: 10.1007/978-3-319-47665-0_15)

Conference or Workshop Item

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)

Conference Proceedings

Lugrin, J.-L., Bosser, A.-G., Latoschik, M. E., Chollet, M. , Glémarec, Y. and Lugrin, B. (2019) Towards Narrative-Driven Atmosphere for Virtual Classrooms. In: 2019 CHI Conference on Human Factors in Computing Systems (CHI '19), Glasgow, UK, 04-09 May 2019, LBW1515. ISBN 9781450359719 (doi: 10.1145/3290607.3313067)

Glémarec, Y., Bosser, A.-G., Buche, C., Lugrin, J.-L., Landeck, M., Latoschik, M. E. and Chollet, M. (2019) A Scalability Benchmark for a Virtual Audience Perception Model in Virtual Reality. In: 25th ACM Symposium on Virtual Reality Software and Technology ( VRST '19), Sydney, NSW, Australia, 12-15 November 2019, p. 48. ISBN 9781450370011 (doi: 10.1145/3359996.3364784)

Chollet, M. , Ghate, P., Neubauer, C. and Scherer, S. (2018) Influence of Individual Differences when Training Public Speaking with Virtual Audiences. In: 18th International Conference on Intelligent Virtual Agents (IVA '18), Sydney, Australia, 05-08 Nov 2018, pp. 1-7. ISBN 9781450360135 (doi: 10.1145/3267851.3267874)

Chollet, M. , Ghate, P. and Scherer, S. (2018) A Generic Platform for Training Social Skills with Adaptative Virtual Agents. In: 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), Stockholm, Sweden, 10-15 Jul 2018, pp. 1800-1802. ISBN 9781510868083

Wu, J., Ghosh, S., Chollet, M. , Ly, S., Mozgai, S. and Scherer, S. (2018) NADiA - Towards Neural Network Driven Virtual Human Conversation Agents. In: 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), Stockholm, Sweden, 10-15 Jul 2018, pp. 2262-2264. ISBN 9781510868083

Wu, J., Ly, S., Ghosh, S., Mozgai, S., Chollet, M. and Scherer, S. (2018) NADiA: Neural Network Driven Virtual Human Conversation Agents. In: IVA '18: International Conference on Intelligent Virtual Agents, Sydney, NSW, Australia, 5-8 November 2018, pp. 173-178. ISBN 9781450360135 (doi: 10.1145/3267851.3267860)

Neubauer, C., Chollet, M. , Mozgai, S., Dennison, M., Khooshabeh, P. and Scherer, S. (2017) The Relationship Between Task-induced Stress, Vocal Changes, and Physiological State During a Dyadic Team Task. In: 19th ACM International Conference on Multimodal Interaction (ICMI 2017), Glasgow, Scotland, 13-17 Nov 2017, pp. 426-432. ISBN 9781450355438 (doi: 10.1145/3136755.3136804)

Ghosh, S., Chollet, M. , Laksana, E., Morency, L.-P. and Scherer, S. (2017) Affect-LM: a Neural Language Model for Customizable Affective Text Generation. In: 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), Vancouver, BC, Canada, 30 Jul - 04 Aug 2017, pp. 634-642. ISBN 9781945626753 (doi: 10.18653/v1/P17-1059)

Chollet, M. and Scherer, S. (2017) Assessing Public Speaking Ability from Thin Slices of Behavior. In: 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), Washington, D.C., USA, 30 May - 03 Jun 2017, pp. 310-316. ISBN 9781509040230 (doi: 10.1109/FG.2017.45)

Chollet, M. , Prendinger, H. and Scherer, S. (2016) Native vs. Non-Native Language Fluency Implications on Multimodal Interaction for Interpersonal Skills Training. In: 18th ACM International Conference on Multimodal Interaction, Tokyo, Japan, 12-16 Nov 2016, pp. 386-393. ISBN 9781450345569 (doi: 10.1145/2993148.2993196)

Chollet, M. , Wörtwein, T., Morency, L.-P. and Scherer, S. (2016) A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety. In: 10th International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia, 23-28 May 2016, pp. 488-495. ISBN 9782951740891

This list was generated on Sun Dec 4 23:57:13 2022 GMT.

Teaching

COMPUTING SCIENCE - 1S SYSTEMS COMPSCI1018

HCIDE(M)