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Complexity and compositionality in fluid intelligence.

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dc.creator Duncan, John
dc.creator Chylinski, Daphne
dc.creator Mitchell, Daniel
dc.creator Bhandari, Apoorva
dc.date 2018-04-05T15:06:15Z
dc.date 2018-04-05T15:06:15Z
dc.date 2017-05-16
dc.date.accessioned 2019-03-20T08:23:12Z
dc.date.available 2019-03-20T08:23:12Z
dc.identifier https://www.repository.cam.ac.uk/handle/1810/274592
dc.identifier 10.17863/CAM.21729
dc.identifier.uri https://evidence.thinkportal.org/handle/123456789/32259
dc.description Compositionality, or the ability to build complex cognitive structures from simple parts, is fundamental to the power of the human mind. Here we relate this principle to the psychometric concept of fluid intelligence, traditionally measured with tests of complex reasoning. Following the principle of compositionality, we propose that the critical function in fluid intelligence is splitting a complex whole into simple, separately attended parts. To test this proposal, we modify traditional matrix reasoning problems to minimize requirements on information integration, working memory, and processing speed, creating problems that are trivial once effectively divided into parts. Performance remains poor in participants with low fluid intelligence, but is radically improved by problem layout that aids cognitive segmentation. In line with the principle of compositionality, we suggest that effective cognitive segmentation is important in all organized behavior, explaining the broad role of fluid intelligence in successful cognition.
dc.description This research was supported by Medical Research Council intramural program MC-A060-5PQ10.
dc.language eng
dc.publisher National Academy of Sciences
dc.publisher Proceedings of the National Academy of Sciences
dc.subject cognitive compositionally
dc.subject fluid intelligence
dc.subject focused attention
dc.subject problem solving
dc.title Complexity and compositionality in fluid intelligence.
dc.type Article


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