Litvak, Marina and Otterbacher, Jahna and Ang, Chee Siang and Atkins, David (2016) Social and Linguistic Behavior and its Correlation to Trait Empathy. In: Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media. Association for Computational Linguistics, pp. 128-137. ISBN 978-4-87974-723-5. (KAR id:58162)
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Abstract
A growing body of research exploits social media behaviors to gauge psychological character- istics, though trait empathy has received little attention. Because of its intimate link to the abil- ity to relate to others, our research aims to predict participants’ levels of empathy, given their textual and friending behaviors on Facebook. Using Poisson regression, we compared the vari- ance explained in Davis’ Interpersonal Reactivity Index (IRI) scores on four constructs (em- pathic concern, personal distress, fantasy, perspective taking), by two classes of variables: 1) post content and 2) linguistic style. Our study lays the groundwork for a greater understanding of empathy’s role in facilitating interactions on social media.
Item Type: | Book section |
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Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, |
Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts |
Depositing User: | Jim Ang |
Date Deposited: | 26 Oct 2016 14:58 UTC |
Last Modified: | 05 Nov 2024 10:49 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/58162 (The current URI for this page, for reference purposes) |
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