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Rectifying the Mischaracterization of Logic by Mental Model Theorists.
Selmer Bringsjord1, Naveen Sundar Govindarajulu1
1Information Technology and Web Science, Rensselaer Polytechnic Institute.
This study refutes claims that mental model theory (MMT) can explain certain human inferences, demonstrating that the logic used was mischaracterized. A new modal logic is introduced, proving a previously declared invalid inference is, in fact, valid.
Area of Science:
- Cognitive Science
- Formal Logic
- Philosophy of Mind
Background:
- Mental Model Theory (MMT) attempts to explain human reasoning and inference.
- Khemlani et al. (2018) proposed MMT could accommodate a specific inference pattern observed in subjects.
- This study challenges the characterization of logic and MMT's capacity for this inference.
Discussion:
- Demonstrates the mischaracterization of logic in Khemlani et al.'s (2018) MMT framework.
- Introduces a novel propositional modal logic where the inference is provably valid.
- Contrasts the descriptive scope of MMT with the formal rigor of established logical systems.
Key Insights:
- Human reasoning, specifically the inference , can be formally captured by a modal logic.
- MMT's claims regarding the accommodation of certain inferences are challenged by formal logical analysis.
- Established logical systems offer robust frameworks for modeling cognitive phenomena.
Outlook:
- Provides a foundation for future cognitive science models investigating the relationship between human reasoning and formal logic.
- Suggests that formal logics are well-suited to capture empirical phenomena in human cognition.
- Encourages further exploration into the implementation and application of formal logics in cognitive modeling.
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