The nature of statistical learning theory
The nature of statistical learning theory
Personalizing the capture of public experiences
Proceedings of the 12th annual ACM symposium on User interface software and technology
Integrating Meeting Capture within a Collaborative Team Environment
UbiComp '01 Proceedings of the 3rd international conference on Ubiquitous Computing
Rememberer: A Tool for Capturing Museum Visits
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
Activity monitoring and summarization for an intelligent meeting room
HUMO '00 Proceedings of the Workshop on Human Motion (HUMO'00)
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
Automatic detection of interaction groups
ICMI '05 Proceedings of the 7th international conference on Multimodal interfaces
Using visualizations to review a group's interaction dynamics
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Online and off-line visualization of meeting information and meeting support
The Visual Computer: International Journal of Computer Graphics
Automatic detection of group functional roles in face to face interactions
Proceedings of the 8th international conference on Multimodal interfaces
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
Collaborative capturing, interpreting, and sharing of experiences
Personal and Ubiquitous Computing - Memory and Sharing of Experiences
Proceedings of the 9th international conference on Multimodal interfaces
Influencing social dynamics in meetings through a peripheral display
Proceedings of the 9th international conference on Multimodal interfaces
Multimodal support to group dynamics
Personal and Ubiquitous Computing - Special Issue: User-centred design and evaluation of ubiquitous groupware
Discussion ontology: knowledge discovery from human activities in meetings
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
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Group social dynamics is crucial for determining whether a meeting was well organized and the conclusion well reasoned. In this paper, we propose multimodal approaches for sensing, recognition and browsing of social dynamics, specifically human semantic interactions and group interests in small group meetings. Unlike physical interactions (e.g., turn-taking and addressing), the human interactions considered here are incorporated with semantics, i.e., user intention or attitude toward a topic. Group interests are defined as episodes in which participants engaged in an emphatic and heated discussion. We adopt multiple sensors, such as video cameras, microphones and motion sensors for meeting capture. Multimodal methods are proposed for human interaction recognition and group interest recognition based on a variety of features. A graphical user interface, the MMBrowser, is presented for browsing group social dynamics. Experimental results have demonstrated the feasibility of the proposed approaches.