Towards a Computational Analogical Theory of Mind

Irina Rabkina, Clifton McFate, Kenneth D. Forbus, Christian Hoyos

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Abstract

Several theories about Theory of Mind (ToM) have been proposed. The most well-known of these are Theory Theory and Simulation Theory, although alternative and hybrid theories do exist. One such theory, proposed by Bach (2011, 2014), is based on the Structure-Mapping theory of analogy, which has been shown to play a key role in cognitive development. There is evidence that children are more likely to pass false belief tasks when trained using stories that are easy to compare via structural alignment, as opposed to stories that are difficult to compare in this way (Hoyos, Horton & Gentner, 2015). This paper shows how a computational model based on Bach's account can provide an explanation for the Hoyos et al. training study and proposes directions for future research on human subjects.

Original languageEnglish (US)
Title of host publicationCogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society
Subtitle of host publicationComputational Foundations of Cognition
PublisherThe Cognitive Science Society
Pages2949-2954
Number of pages6
ISBN (Electronic)9780991196760
StatePublished - 2017
Event39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition, CogSci 2017 - London, United Kingdom
Duration: Jul 26 2017Jul 29 2017

Publication series

NameCogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition

Conference

Conference39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition, CogSci 2017
Country/TerritoryUnited Kingdom
CityLondon
Period7/26/177/29/17

Funding

We thank Alissa Baker-Oglesbee and Dedre Gentner for their helpful comments. This research was supported by the Socio-Cognitive Architectures for Adaptable Autonomous Systems Program of the Office of Naval Research, N00014-13-1-0470.

Keywords

  • analogy
  • cognitive modeling
  • false belief
  • structure-mapping
  • theory of mind

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Human-Computer Interaction
  • Cognitive Neuroscience

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