Detection and Application of Influence Rankings in Small Group Meetings

R.J. Rienks; Dong Zhang; Daniel Gatica-Perez; Wilfried Post

doi:10.1145/1180995.1181047

Detection and Application of Influence Rankings in Small Group Meetings

R.J. Rienks, Dong Zhang, Daniel Gatica-Perez, Wilfried Post

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

65 Citations (Scopus)

61 Downloads (Pure)

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.

Original language	Undefined
Title of host publication	Proceedings of the Eighth International Conference on Multimodal Interfaces (ICMI’06)
Editors	F. Kwek
Place of Publication	New York
Publisher	ACM Press
Pages	257-264
Number of pages	8
ISBN (Print)	1-59593-541-X
DOIs	https://doi.org/10.1145/1180995.1181047
Publication status	Published - Nov 2006
Event	8th International Conference on Multimodal Interfaces, ICMI 2006 - Banff, Canada Duration: 2 Nov 2006 → 4 Nov 2006 Conference number: 8

Publication series

Name
Publisher	ACM Press
Number	10

Conference

Conference	8th International Conference on Multimodal Interfaces, ICMI 2006
Abbreviated title	ICMI
Country	Canada
City	Banff
Period	2/11/06 → 4/11/06

Keywords

HMI-MI: MULTIMODAL INTERACTIONS
EC Grant Agreement nr.: FP6/506811
IR-66667
METIS-237664
EWI-8306

Access to Document

10.1145/1180995.1181047

icmi2006
open
icmi2006
open

http://doi.acm.org/10.1145/1180995.1181047

Cite this

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title = "Detection and Application of Influence Rankings in Small Group Meetings",

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.",

keywords = "HMI-MI: MULTIMODAL INTERACTIONS, EC Grant Agreement nr.: FP6/506811, IR-66667, METIS-237664, EWI-8306",

author = "R.J. Rienks and Dong Zhang and Daniel Gatica-Perez and Wilfried Post",

note = "10.1145/1180995.1181047 ; null ; Conference date: 02-11-2006 Through 04-11-2006",

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doi = "10.1145/1180995.1181047",

language = "Undefined",

isbn = "1-59593-541-X",

publisher = "ACM Press",

number = "10",

pages = "257--264",

editor = "F. Kwek",

booktitle = "Proceedings of the Eighth International Conference on Multimodal Interfaces (ICMI{\textquoteright}06)",

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Rienks, RJ, Zhang, D, Gatica-Perez, D & Post, W 2006, Detection and Application of Influence Rankings in Small Group Meetings. in F Kwek (ed.), Proceedings of the Eighth International Conference on Multimodal Interfaces (ICMI’06)., 10.1145/1180995.1181047, ACM Press, New York, pp. 257-264, 8th International Conference on Multimodal Interfaces, ICMI 2006, Banff, Canada, 2/11/06. https://doi.org/10.1145/1180995.1181047

Detection and Application of Influence Rankings in Small Group Meetings. / Rienks, R.J.; Zhang, Dong; Gatica-Perez, Daniel; Post, Wilfried.

Proceedings of the Eighth International Conference on Multimodal Interfaces (ICMI’06). ed. / F. Kwek. New York : ACM Press, 2006. p. 257-264 10.1145/1180995.1181047.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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