Abstract:
In this paper, we describe the GroupMedia system, which uses wireless wearable computers to measure audio features, headmovement, and galvanic skin response (GSR) for dyads and groups of interacting people. These group sensor measurements are then used to build a real-time group interest index. The group interest index can be used to control group displays, annotate the group discussion for later retrieval, and even to modulate and guide the group discussion itself. We explore three different situations where this system has been introduced, and report experimental results.
Citations
|
712
|
Affective Computing
– Picard
- 1997
|
|
198
|
Coupled hidden Markov models for complex action recognition
– Brand, Oliver, et al.
- 1997
|
|
64
|
Living Systems
– Miller
- 1978
|
|
28
|
A Real-Time Head Nod and Shake Detector
– Kapoor, Picard
- 2001
|
|
24
|
Conversational Scene Analysis
– Basu
- 2002
|
|
18
|
Sensing and Modeling Human Networks
– Choudhury
- 2003
|
|
15
|
Starlecam: A cybernetic wearable camera
– Healey, Picard
- 1998
|
|
15
|
A shoulder pad insert vibrotactile display
– Toney, Dunne, et al.
- 2003
|
|
9
|
Social Interaction Systems. Theory and Measurement
– Bales
- 2001
|
|
6
|
The MIThril Real-Time Context Engine and Activity Classification
– DeVaul, Pentland
- 2003
|
|
3
|
Designing interfaces that influence group processes
– DiMicco
- 2004
|
|
2
|
Overt head movements and persuasion: A Self-validation analysis
– Briñol, Petty
- 2003
|
|
2
|
The chameleon effect: The preception-behavior link and social interaction
– Chartrand, Bargh
- 1999
|
|
2
|
Social Network Computing", Ubicomp 2003
– Eagle, Pentland
- 2003
|
|
2
|
Hoarder Data Acquisition System, (http://vadim.www.media.mit.edu/Hoarder/Hoarder.htm
– Gerasimov
|
|
2
|
Psychotherapy Correlates of Empathy, An investigation of the patient-clinical dyad
– Marci
- 2002
|
|
2
|
Social Dynamics:The Voice of Power and
– Pentland
- 2004
|
|
1
|
Enchantment White paper
– Keyes
|
