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2019-09-05
A dual-process approach for automated knowledge creation
Scientific knowledge growth combines elements of existing theories into new proposed models, which is combinatorially intractable. Inspired by dual-system psychological theories, we conceptualize a knowledge creation process in two stages. Stage One narrows the space of existing computational elements based on contextual queues, supplying components from which a new model will be proposed.
Metascience Symposium / 2019.09.05 / Stanford, CA, USA