Computational Predictors in Online Social Deliberations

Authors

  • Beverly Woolf University of Massachusetts-Amherst
  • Thomas Murray University of Massachusetts-Amherst
  • Xiaoxi Xu University of Massachusetts-Amherst
  • Leon Osterweil University of Massachusetts-Amherst
  • Lori Clarke University of Massachusetts-Amherst
  • Leah Wing University of Massachusetts-Amherst
  • Ethan Katsh University of Massachusetts-Amherst

DOI:

https://doi.org/10.1609/icwsm.v6i1.14325

Keywords:

online dispute resolution, mediation, social deliberation, text analysis tools

Abstract

This research seeks to identify online participants’ disposition and skills. A prototype dashboard and annotation scheme were developed to support facilitators and several computational predictors were identified that show statistically significant correlations with dialogue skills as observed by human annotators.

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Published

2021-08-03

How to Cite

Woolf, B., Murray, T., Xu, X., Osterweil, L., Clarke, L., Wing, L., & Katsh, E. (2021). Computational Predictors in Online Social Deliberations. Proceedings of the International AAAI Conference on Web and Social Media, 6(1), 603-606. https://doi.org/10.1609/icwsm.v6i1.14325