The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild)

Bernd Dudzik; Tiffany Matej Hrkalovic; Dennis Küster; David St-Onge; Felix Putze; Laurence Devillers

doi:10.1145/3577190.3616883

The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild)

Bernd Dudzik, Tiffany Matej Hrkalovic, Dennis Küster, David St-Onge, Felix Putze, Laurence Devillers

Social Psychology

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

The ability to automatically infer relevant aspects of human users' thoughts and feelings is crucial for technologies to intelligently adapt their behaviors in complex interactions. Research on multimodal analysis has demonstrated the potential of technology to provide such estimates for a broad range of internal states and processes. However, constructing robust approaches for deployment in real-world applications remains an open problem. The MSECP-Wild workshop series is a multidisciplinary forum to present and discuss research addressing this challenge. Submissions to this 5th iteration span efforts relevant to multimodal data collection, modeling, and applications. In addition, our workshop program builds on discussions emerging in previous iterations, highlighting ethical considerations when building and deploying technology modeling internal states in the wild. For this purpose, we host a range of relevant keynote speakers and interactive activities.

Original language	English
Title of host publication	ICMI 2023
Subtitle of host publication	Proceedings of the 25th International Conference on Multimodal Interaction
Publisher	Association for Computing Machinery
Pages	828-829
Number of pages	2
ISBN (Electronic)	9798400700552
DOIs	https://doi.org/10.1145/3577190.3616883
Publication status	Published - Oct 2023
Event	25th International Conference on Multimodal Interaction, ICMI 2023 - Paris, France Duration: 9 Oct 2023 → 13 Oct 2023

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	25th International Conference on Multimodal Interaction, ICMI 2023
Country/Territory	France
City	Paris
Period	9/10/23 → 13/10/23

Bibliographical note

Funding Information:
This research was (partially) funded by the Hybrid Intelligence Center, a 10-year program funded by the Dutch Ministry of Education, Culture, and Science through the Netherlands Organisation for Scientifc Research, https://hybrid-intelligence-centre.nl, grant number 024.004.022.

Publisher Copyright:
© 2023 Owner/Author.

Keywords

Affective Computing
Human-centered AI
Multimodal Modeling

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10.1145/3577190.3616883

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Dudzik, B., Hrkalovic, T. M., Küster, D., St-Onge, D., Putze, F., & Devillers, L. (2023). The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). In ICMI 2023: Proceedings of the 25th International Conference on Multimodal Interaction (pp. 828-829). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3577190.3616883

Dudzik, Bernd ; Hrkalovic, Tiffany Matej ; Küster, Dennis et al. / The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). ICMI 2023: Proceedings of the 25th International Conference on Multimodal Interaction. Association for Computing Machinery, 2023. pp. 828-829 (ACM International Conference Proceeding Series).

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abstract = "The ability to automatically infer relevant aspects of human users' thoughts and feelings is crucial for technologies to intelligently adapt their behaviors in complex interactions. Research on multimodal analysis has demonstrated the potential of technology to provide such estimates for a broad range of internal states and processes. However, constructing robust approaches for deployment in real-world applications remains an open problem. The MSECP-Wild workshop series is a multidisciplinary forum to present and discuss research addressing this challenge. Submissions to this 5th iteration span efforts relevant to multimodal data collection, modeling, and applications. In addition, our workshop program builds on discussions emerging in previous iterations, highlighting ethical considerations when building and deploying technology modeling internal states in the wild. For this purpose, we host a range of relevant keynote speakers and interactive activities.",

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note = "Funding Information: This research was (partially) funded by the Hybrid Intelligence Center, a 10-year program funded by the Dutch Ministry of Education, Culture, and Science through the Netherlands Organisation for Scientifc Research, https://hybrid-intelligence-centre.nl, grant number 024.004.022. Publisher Copyright: {\textcopyright} 2023 Owner/Author.; 25th International Conference on Multimodal Interaction, ICMI 2023 ; Conference date: 09-10-2023 Through 13-10-2023",

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Dudzik, B, Hrkalovic, TM, Küster, D, St-Onge, D, Putze, F & Devillers, L 2023, The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). in ICMI 2023: Proceedings of the 25th International Conference on Multimodal Interaction. ACM International Conference Proceeding Series, Association for Computing Machinery, pp. 828-829, 25th International Conference on Multimodal Interaction, ICMI 2023, Paris, France, 9/10/23. https://doi.org/10.1145/3577190.3616883

The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). / Dudzik, Bernd; Hrkalovic, Tiffany Matej; Küster, Dennis et al.
ICMI 2023: Proceedings of the 25th International Conference on Multimodal Interaction. Association for Computing Machinery, 2023. p. 828-829 (ACM International Conference Proceeding Series).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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AU - St-Onge, David

AU - Putze, Felix

AU - Devillers, Laurence

N1 - Funding Information: This research was (partially) funded by the Hybrid Intelligence Center, a 10-year program funded by the Dutch Ministry of Education, Culture, and Science through the Netherlands Organisation for Scientifc Research, https://hybrid-intelligence-centre.nl, grant number 024.004.022. Publisher Copyright: © 2023 Owner/Author.

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N2 - The ability to automatically infer relevant aspects of human users' thoughts and feelings is crucial for technologies to intelligently adapt their behaviors in complex interactions. Research on multimodal analysis has demonstrated the potential of technology to provide such estimates for a broad range of internal states and processes. However, constructing robust approaches for deployment in real-world applications remains an open problem. The MSECP-Wild workshop series is a multidisciplinary forum to present and discuss research addressing this challenge. Submissions to this 5th iteration span efforts relevant to multimodal data collection, modeling, and applications. In addition, our workshop program builds on discussions emerging in previous iterations, highlighting ethical considerations when building and deploying technology modeling internal states in the wild. For this purpose, we host a range of relevant keynote speakers and interactive activities.

AB - The ability to automatically infer relevant aspects of human users' thoughts and feelings is crucial for technologies to intelligently adapt their behaviors in complex interactions. Research on multimodal analysis has demonstrated the potential of technology to provide such estimates for a broad range of internal states and processes. However, constructing robust approaches for deployment in real-world applications remains an open problem. The MSECP-Wild workshop series is a multidisciplinary forum to present and discuss research addressing this challenge. Submissions to this 5th iteration span efforts relevant to multimodal data collection, modeling, and applications. In addition, our workshop program builds on discussions emerging in previous iterations, highlighting ethical considerations when building and deploying technology modeling internal states in the wild. For this purpose, we host a range of relevant keynote speakers and interactive activities.

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PB - Association for Computing Machinery

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Dudzik B, Hrkalovic TM, Küster D, St-Onge D, Putze F, Devillers L. The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild). In ICMI 2023: Proceedings of the 25th International Conference on Multimodal Interaction. Association for Computing Machinery. 2023. p. 828-829. (ACM International Conference Proceeding Series). Epub 2023 Oct 9. doi: 10.1145/3577190.3616883

The 5th Workshop on Modeling Socio-Emotional and Cognitive Processes from Multimodal Data in the Wild (MSECP-Wild)

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Persistent URL (handle)

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Cite this