Detection and Application of Influence Rankings in Small Group Meetings
| Type of publication: | Idiap-RR |
| Citation: | zhang-rr-06-49 |
| Number: | Idiap-RR-49-2006 |
| Year: | 2006 |
| Institution: | IDIAP |
| Address: | Martigny, Switzerland |
| Note: | Published in ``the Eighth International Conference on Multimodal Interfaces (ICMI'06) 2006 |
| Abstract: | We address the problem of automatically detecting participant's influence levels in meetings. The impact and social psychological background are discussed. The more influential a participant is, the more he or she influences the outcome of a meeting. Experiments on 40 meetings show that application of statistical (both dynamic and static) models while using simply obtainable features results in a best prediction performance of 70.59\% when using a static model, a balanced training set, and three discrete classes: high, normal and low. Application of the detected levels are shown in various ways i.e. in a virtual meeting environment as well as in a meeting browser system. |
| Userfields: | ipdinar={2006}, ipdmembership={vision}, language={English}, |
| Keywords: | |
| Projects |
Idiap |
| Authors | |
| Crossref by |
zhang-rr-06-49b |
| Added by: | [UNK] |
| Total mark: | 0 |
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