The Conference Assistant: Combining Context-Awareness with Wearable Computing
ISWC '99 Proceedings of the 3rd IEEE International Symposium on Wearable Computers
Detection of agreement vs. disagreement in meetings: training with unlabeled data
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Towards a Smarter Meeting Record--Capture and Access of Meetings Revisited
Multimedia Tools and Applications
Online and off-line visualization of meeting information and meeting support
The Visual Computer: International Journal of Computer Graphics
Collaborative capturing, interpreting, and sharing of experiences
Personal and Ubiquitous Computing - Memory and Sharing of Experiences
Towards smart meeting: enabling technologies and a real-world application
Proceedings of the 9th international conference on Multimodal interfaces
Proceedings of the 9th international conference on Multimodal interfaces
Design of Software Architecture for Smart Meeting Space
PERCOM '08 Proceedings of the 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications
Requirements and recommendations for an enhanced meeting viewing experience
MM '08 Proceedings of the 16th ACM international conference on Multimedia
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Meeting mediator: enhancing group collaborationusing sociometric feedback
Proceedings of the 2008 ACM conference on Computer supported cooperative work
The impact of increased awareness while face-to-face
Human-Computer Interaction
Mixed reality participants in smart meeting rooms and smart home environments
Personal and Ubiquitous Computing
Smart meeting systems: A survey of state-of-the-art and open issues
ACM Computing Surveys (CSUR)
Discussion ontology: knowledge discovery from human activities in meetings
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
A multi-modal dialogue analysis method for medical interviews based on design of interaction corpus
Personal and Ubiquitous Computing
Social interaction mining in small group discussion using a smart meeting system
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
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Social dynamics, such as human interaction is important for understanding how a conclusion was reached in a meeting and determining whether the meeting was well organized. In this paper, a multimodal approach is proposed to infer human semantic interactions in meeting discussions. The human interaction, such as proposing an idea, giving comments, expressing a positive opinion, etc., implies user role, attitude, or intention toward a topic. Our approach infers human interactions based on a variety of audiovisual and high-level features, e.g., gestures, attention, speech tone, speaking time, interaction occasion, and information about the previous interaction. Four different inference models including Support Vector Machine (SVM), Bayesian Net, Naïve Bayes, and Decision Tree are selected and compared in human interaction recognition. Our experimental results show that SVM outperforms other inference models, we can successfully infer human interactions with a recognition rate around 80%, and our multimodal approach achieves robust and reliable results by leveraging on the characteristics of each single modality.