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Reasoning about epistemic possibilities.

Marco Ragni1, P N Johnson-Laird2

  • 1Cognitive Computation Lab, Institut für Informatik, Technische Fakultät, Albert-Ludwigs-Universität Freiburg, Georges-Köhler-Allee, Geb. 052, 79110 Freiburg, Germany.

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This summary is machine-generated.

Human reasoning about possibilities relies on constructing mental models, not just possible worlds. This psychological theory predicts unique reasoning patterns that challenge traditional modal logic, supported by experimental evidence.

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Area of Science:

  • Cognitive Psychology
  • Formal Logic
  • Decision Making

Background:

  • Epistemic possibilities, crucial for daily reasoning, are traditionally formalized using modal logics based on possible worlds semantics.
  • An alternative psychological theory suggests possibilities are based on constructing finite mental models.

Purpose of the Study:

  • To investigate an alternative psychological theory of epistemic possibilities.
  • To test predictions of this theory that diverge from standard modal logic.
  • To challenge current conceptions of human reasoning.

Main Methods:

  • Five experiments were conducted to test the predictions derived from the mental model theory of epistemic possibilities.
  • Participants' reasoning patterns were analyzed in relation to modal logic principles.

Main Results:

  • Experimental results corroborated the theory's predictions, showing that assertions of epistemic possibility presuppose the possibility of their negation.
  • Reasoners were observed to condense multiple possibilities, resisting this condensation when it conflicted with knowledge.
  • Epistemic possibilities were shown to function akin to non-numerical probabilities.

Conclusions:

  • The findings challenge the sufficiency of traditional modal logic for explaining human epistemic reasoning.
  • Human reasoning about possibilities is better understood through the lens of mental model construction.
  • This research offers new insights into cognitive processes underlying judgment and decision-making.