David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
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Journal of Logic, Language and Information 19 (3):283-314 (2010)
We conducted a computer-based psychological experiment in which a random mix of 40 tautologies and 40 non-tautologies were presented to the participants, who were asked to determine which ones of the formulas were tautologies. The participants were eight university students in computer science who had received tuition in propositional logic. The formulas appeared one by one, a time-limit of 45 s applied to each formula and no aids were allowed. For each formula we recorded the proportion of the participants who classified the formula correctly before timeout (accuracy) and the mean response time among those participants (latency). We propose a new proof formalism for modeling propositional reasoning with bounded cognitive resources. It models declarative memory, visual memory, working memory, and procedural memory according to the memory model of Atkinson and Shiffrin and reasoning processes according to the model of Newell and Simon. We also define two particular proof systems, T and NT , for showing propositional formulas to be tautologies and non-tautologies, respectively. The accuracy was found to be higher for non-tautologies than for tautologies ( p T was .89 and for non-tautologies the correlation between latency and minimum proof length in NT was .87.
|Keywords||Bounded resources Proof system Propositional logic Psychological experiment Reasoning|
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References found in this work BETA
J. E. Adler (2008). Philosophical Foundations. In Jonathan Eric Adler & Lance J. Rips (eds.), Reasoning: Studies of Human Inference and its Foundations. Cambridge University Press. 1--34.
Ruth M. J. Byrne (1989). Suppressing Valid Inferences with Conditionals. Cognition 31 (1):61-83.
A. R. Conway, M. J. Kane & R. W. Engle (2003). Working Memory Capacity and its Relation to General Intelligence. Trends in Cognitive Sciences 7 (12):547-552.
Nelson Cowan (2001). The Magical Number 4 in Short-Term Memory: A Reconsideration of Mental Storage Capacity. Behavioral and Brain Sciences 24 (1):87-114.
Citations of this work BETA
Claes Strannegård, Fredrik Engström, Abdul Rahim Nizamani & Lance Rips (2013). Reasoning About Truth in First-Order Logic. Journal of Logic, Language and Information 22 (1):115-137.
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