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Peter Abell

Narratives, Bayesian Narratives and Narrative Actions

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Abstract

A narrative comprises of singular causal links connecting a sequence of actions/events (i.e. a chronology). A technique which inserts these links using Bayesian inferences from items of evidence is outlined. The so constructed Bayesian narratives underpin both the analysis of historically based case studies and a possible theory of action which complements the standard theories of normative and rational actions.

Keywords

  • Bayesian narratives
  • causal inference
  • action theory
  • small-n
  • learning

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