Article (Scientific journals)
Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation
Rocca, François; Dave, Madison; Duvivier, Valérie et al.
2023In Proceedings of ACM International Conference on Interactive Media Experiences (IMX ’23)
Peer reviewed
 

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Keywords :
Simulation-based training; Eye-tracking; Activity recognition and understanding; Assistance tool
Abstract :
[en] Human audience analysis is crucial in numerous domains to understand people’s behavior based on their knowledge and environment. In this paper we focus on simulation-based training which has become a popular teaching approach that requires a trainer able to manage a lot of data at the same time. We present tools that are currently being developed to help trainers from two different fields: training for practical teaching gestures and training in civil defense. In this sense, three technological blocks are built to collect and analyze data about trainers’ and learners’ gestures, gaze, speech and movements. The paper also discusses the future work planned for this project, including the integration of the framework into the Noldus system and its use in civil security training. Overall, the article highlights the potential of technology to improve simulationbased training and provides a roadmap for future development.
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Author, co-author :
Rocca, François  ;  Université de Mons - UMONS > Faculté Polytechnique > Service Information, Signal et Intelligence artificielle
Dave, Madison  ;  Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Psychologie du travail
Duvivier, Valérie  ;  Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Méthodologie et formation
Van Daele, Agnès ;  Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Psychologie du travail
Demeuse, Marc  ;  Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Méthodologie et formation
Derobertmasure, Antoine ;  Université de Mons - UMONS > Faculté de Psychologie et des Sciences de l'Education > Service de Méthodologie et formation
Mancas, Matei  ;  Université de Mons - UMONS > Faculté Polytechnique > Service Information, Signal et Intelligence artificielle
Gosselin, Bernard ;  Université de Mons - UMONS > Faculté Polytechnique > Service Information, Signal et Intelligence artificielle
Language :
English
Title :
Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation
Publication date :
June 2023
Journal title :
Proceedings of ACM International Conference on Interactive Media Experiences (IMX ’23)
Publisher :
Association for Computing Machinery (ACM), New-York, United States - New York
Peer reviewed :
Peer reviewed
Development Goals :
4. Quality education
Research unit :
F105 - Information, Signal et Intelligence artificielle
P316 - Méthodologie et formation
P357 - Psychologie du travail
Research institute :
Numediart
Infortech
Soci&Ter
Name of the research project :
5195 - ARC2020-Derobertmasure - Analyser, modéliser et assister l’activité des formateurs en situation de formation professionnelle par la simulation - Fédération Wallonie Bruxelles
Funders :
FWB - Fédération Wallonie-Bruxelles
Funding number :
ARC-21/25 UMONS5
Available on ORBi UMONS :
since 24 June 2023

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