Using the influence model to recognize functional roles in meetings

Proceedings of the 9th International Conference on Multimodal Interfaces, ICMI'07

Volumn , Issue , 2007, Pages 271-278

  Dong, Wen ^a   Pentland, Alex ^a   Lepri, Bruno ^b   Pianesi, Fabio ^b   Cappelletti, Alessandro ^b   Zancanaro, Massimo ^b  

^a MIT MEDIA LAB   (United States)

^b ITC IRST   (Italy)

Author keywords

Group interaction; Intelligent environments; Support vector machines

Indexed keywords

FACE RECOGNITION; IMAGE RETRIEVAL; INTERACTIVE COMPUTER SYSTEMS; SUPPORT VECTOR MACHINES;

CURSE OF DIMENSIONALITIES; GENERALIZATION CAPABILITIES; GROUP INTERACTION; INFLUENCE MODELS; INTELLIGENT ENVIRONMENTS; MODELING METHODS; OVER FITTINGS; RBF KERNELS; RECOGNITION ACCURACIES;

GROUP TECHNOLOGY;

EID: 57649156036     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1322192.1322239     Document Type: Conference Paper

References (21)

1. Asavathiratham, C., Roy, S., Lesieutre, B., and Verghese, G. The influence model. In IEEE Control Systems Magazine, Special Issue on Complex Systems, (12) 2001.
2. Bales, R.F. Personality and interpersonal behavior. New York: Holt, Rinehart and Winston, 1970.
3. th International Conference on Spoken language Processing (Interspeech 2004-ICSLP), Jeju Island, Korea, October 2004.
4. Basu, S., Choudhury, T., Clarkson, B., and Pentland, A., Learning human interactions with the influence model. Technical report, MIT Media Laboratory vision and modeling technical report #539,2001. URL.
5. Bellman, R., 1961. Adaptive Control Processes: A guided Tour. Princeton University Press.
6. Benne, K.D., Sheats, P. Functional Roles of Group Members, Journal of Social Issues 4,41-49. (1948)
7. th International Conference on Multimodal Interface. Trento, Italy, October 2005.
8. Burges, C.J.C., A Tutorial on Support Vector Machines for Pattern Recognition. In Data Mining and Knowledge Discovery, Vol. 2, No. 2, pp. 121-167. (1998)
9. Carli, G., Gretter, G. A Start-End Point Detection Algorithm for a Real-Time Acoustic Front-End based on DSP32C VME Board. In Proceedings of ICSPAT, Boston, USA. 1992.
10. Chippendale P 7th International Conference on Automatic Face and Gesture Recognition - FG2006 (IEEE) Southampton, UK, April 2006.
11. Dong W., Influence Modeling of Complex Stochastic Processes, Masters thesis, MIT, 2006
12. Dong, W. and Pentland, A. Modeling Influence between Experts. In Lecture Notes on Artificial Intelligence, Special Volume on Human Computing. Springer-Verlag, 2007
13. Hall, J. W., Watson, W. H. (1970) The Effects of a normative intervention on group decision-making performance. In Human Relations, 23(4), 299-317.
14. McCowan I., Bengio S., Gatica-Perez D., Lathoud G., Barnard M., and Zhang D. Automatic Analysis of Multimodal Group Actions in Meetings. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 27 (3), pp. 395-317, 2005
15. Oliver, N., Rosario, B., and Pentland, A., A Bayesian computer vision system for modeling human interactions. In IEEE transactions on pattern analysis and machine learning, 22(8)831-843, 2000.
16. Oviatt, S. Multimodal Interfaces. In Handbook of Human-Computer Interaction, (ed. by J. Jacko & A. Sears), Lawrence Erlbaum: New Jersey, 2002.
17. Pianesi, F., Zancanaro M., Not E., Leonardi C., Falcon V., and Lepri B. Multimodal Support to Group Dynamics. In Personal and Ubiquitous Computing. Vol. 12, No. 2, 2008.
18. Pianesi F., Zancanaro M., Lepri B., Cappelletti A. in press Multimodal Annotated Corpora of Consensus Decision Making Meetings. To appear in The Journal of Language Resources and Evaluation
19. nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms. Edinburgh, Scotland, October 2006.
20. Rienks R., Zhang D., Gatica Perez D., and Post W. Detection and Application of Influence Rankings in Small Group Meetings. In Proceedings of International Conference of Multimodal Interfaces ICMI-06, 2006
21. Zancanaro M., Lepri B., Pianesi F. Automatic Detection of Group Functional Roles in Face to Face Interactions. In Proceedings of International Conference of Multimodal Interfaces ICMI-06, 2006.