Automatic Analysis of Multimodal Group Actions in Meetings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Towards the automatic detection of involvement in conversation
COST'10 Proceedings of the 2010 international conference on Analysis of Verbal and Nonverbal Communication and Enactment
IrisTK: a statechart-based toolkit for multi-party face-to-face interaction
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction
How Do We React to Context? Annotation of Individual and Group Engagement in a Video Corpus
SOCIALCOM-PASSAT '12 Proceedings of the 2012 ASE/IEEE International Conference on Social Computing and 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust
Proceedings of the 15th ACM on International conference on multimodal interaction
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This PhD project is concerned with the multi-modal modeling of conversational dynamics. In particular I focus on investigating how people organise themselves within a multiparty conversation. I am interested in identifying bonds between people, their individual engagement level in the conversation and how the engagement level of the individual person influences the perceived involvement of the whole group of people. To this end machine learning experiments are carried out and I am planning to build a conversational involvement module to be implemented in a dialogue system.