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Computationally Modeling Narratives of Social Group Membership with the Chimeria System

Authors D. Fox Harrell, Dominic Kao, Chong-U Lim



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D. Fox Harrell
Dominic Kao
Chong-U Lim

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D. Fox Harrell, Dominic Kao, and Chong-U Lim. Computationally Modeling Narratives of Social Group Membership with the Chimeria System. In 2013 Workshop on Computational Models of Narrative. Open Access Series in Informatics (OASIcs), Volume 32, pp. 123-128, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2013)
https://doi.org/10.4230/OASIcs.CMN.2013.123

Abstract

Narratives are often used to form, convey, and reinforce memberships in social groups. Our system, called Chimeria, implements a model of social group membership. Here, we report upon the Chimeria Social Narrative Interface (Chimeria-SN), a component of the Chimeria system, that conveys this model to users through narrative. This component is grounded in a sociolinguistics model of conversational narrative, with some adaptations and extensions in order for it to be applied to an interactive social networking domain. One eventual goal of this work is to be able to extrapolate social group membership by analyzing narratives in social networks; this paper deals with the inverse of that problem, namely, synthesizing narratives from a model of social group membership dynamics.
Keywords
  • computational narrative
  • cognitive categorization
  • social classification
  • social group membership and naturalization
  • social media

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