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Modeling Sociocultural phenomena in discourse

Published online by Cambridge University Press:  12 January 2012

GEORGE AARON BROADWELL ,
JENNIFER STROMER-GALLEY ,
TOMEK STRZALKOWSKI ,
SAMIRA SHAIKH ,
SARAH TAYLOR ,
TING LIU ,
UMIT BOZ ,
ALANA ELIA ,
LAURA JIAO  and
NICK WEBB
GEORGE AARON BROADWELL
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
JENNIFER STROMER-GALLEY
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
TOMEK STRZALKOWSKI
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
SAMIRA SHAIKH
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
SARAH TAYLOR
Affiliation:
Lockheed Martin Corporation, Bethesda, MD, USA e-mail: Taylmail59@gmail.com
TING LIU
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
UMIT BOZ
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
ALANA ELIA
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
LAURA JIAO
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
NICK WEBB
Affiliation:
ILS Institute, University at Albany, SUNY, NY, USA e-mails: g.broadwell@albany.edu, jstromer@albany.edu, tomek@albany.edu, samirashaikh@gmail.com, ting.tim.liu@gmail.com, umitboz@yahoo.com, aelia@nycap.rr.com, jiao_gh@msn.com, webbn@union.edu
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Abstract

In this paper, we describe a novel approach to computational modeling and understanding of social and cultural phenomena in multi-party dialogues. We developed a two-tier approach in which we first detect and classify certain sociolinguistic behaviors, including topic control, disagreement, and involvement, that serve as first-order models from which presence the higher level social roles, such as leadership, may be inferred.

Type
Articles
Information
Natural Language Engineering , Volume 19 , Issue 2 , April 2013 , pp. 213 - 257
Copyright
Copyright © Cambridge University Press 2012

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