Modeling socio-cultural phenomena in discourse

Tomek Strzalkowski, George Aaron Broadwell, Jennifer Stromer-Galley, Samira Shaikh, Sarah Taylor, Nick Webb

Research output: Contribution to conferencePaper

20 Scopus citations

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 social language uses, including topic control, disagreement, and involvement, that serve as first order models from which presence the higher level social constructs such as leadership, may be inferred.

Original languageEnglish (US)
Pages1038-1046
Number of pages9
StatePublished - Dec 1 2010
Externally publishedYes
Event23rd International Conference on Computational Linguistics, Coling 2010 - Beijing, China
Duration: Aug 23 2010Aug 27 2010

Other

Other23rd International Conference on Computational Linguistics, Coling 2010
CountryChina
CityBeijing
Period8/23/108/27/10

ASJC Scopus subject areas

  • Language and Linguistics
  • Computational Theory and Mathematics
  • Linguistics and Language

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    Strzalkowski, T., Broadwell, G. A., Stromer-Galley, J., Shaikh, S., Taylor, S., & Webb, N. (2010). Modeling socio-cultural phenomena in discourse. 1038-1046. Paper presented at 23rd International Conference on Computational Linguistics, Coling 2010, Beijing, China.