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Great ape communication as contextual social inference: a computational modelling perspective.

Manuel Bohn1, Katja Liebal2, Linda Oña3

  • 1Department of Comparative Cultural Psychology, Max Planck Institute for Evolutionary Anthropology, 04103 Leipzig, Germany.

Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences
|July 25, 2022
PubMed
Summary

This study models great ape communication as a social inference process, integrating signals, relationships, and context. This computational approach accurately predicts chimpanzee interactions and explains human-ape differences in understanding signals.

Keywords:
communicationcomputational modellingevolutionprimatessocial cognition

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Area of Science:

  • Primate communication
  • Evolutionary psychology
  • Computational ethology

Background:

  • Human communication is a contextual social inference process.
  • Great ape communication research seeks evolutionary roots of human communication processes.
  • Previous research often overemphasizes individual signals, overlooking broader contextual factors.

Purpose of the Study:

  • To introduce a computational model formalizing great ape communication as a multi-faceted social inference process.
  • To integrate signal information, partner relationships, and social context into a unified model.
  • To explain differences in signal interpretation between humans and great apes.

Main Methods:

  • Developed a computational model of great ape communication.
  • Integrated signal content, inter-individual relationships, and social context.
  • Enriched the model with pragmatic reasoning for signal interpretation.

Main Results:

  • The model accurately predicts qualitative and quantitative aspects of chimpanzee communicative interactions.
  • The model successfully explains differences in interpreting ambiguous signals between humans and great apes.
  • The model provides a framework for understanding the evolution of human communication.

Conclusions:

  • Great ape communication can be effectively modeled as a complex social inference process.
  • Integrating multiple contextual factors is crucial for understanding primate communication.
  • This model offers new insights into the evolution of uniquely human communication abilities.