An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours

Published in 12th International Workshop on Human Behavior Understanding, 2022

Recommended citation: Corbellini, N., Ceccaldi, E., Varni, G., & Volpe, G. (2022, August). An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours. In 12th International Workshop on Human Behavior Understanding. Not available yet

This is the first study published in the context of my PhD project. As baseline models, we trained three state-of-the-art machine learning algorithm to classify small team interactions as being low or high in potency. Data were gathered from three famous datasets on social interaction, namely AMI corpus, GAME-ON and TA2.
The study was presented at the 12th International Workshop on Human Behavior Understanding (HBU22), satellite event of the ICPR 2022 international conference .

Recommended citation:

  • APA: Corbellini, N., Ceccaldi, E., Varni, G., & Volpe, G. (2022, August). An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours. In 12th International Workshop on Human Behavior Understanding.
  • Bibtex: @inproceedings{corbellini2022exploratory, title={An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours}, author={Corbellini, Nicola and Ceccaldi, Eleonora and Varni, Giovanna and Volpe, Gualtiero}, booktitle={12th International Workshop on Human Behavior Understanding}, year={2022} }