What Do Transitive Inference and Class Inclusion Have in Common? Categorical (Co)Products and Cognitive Development
Author(s) -
Steven Phillips,
William H. Wilson,
Graeme S. Halford
Publication year - 2009
Publication title -
plos computational biology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.628
H-Index - 182
eISSN - 1553-7358
pISSN - 1553-734X
DOI - 10.1371/journal.pcbi.1000599
Subject(s) - transitive relation , categorical variable , inference , class (philosophy) , cognition , cardinality (data modeling) , cognitive psychology , cognitive development , statistical inference , mathematics , computer science , cognitive science , psychology , artificial intelligence , machine learning , statistics , data mining , combinatorics , neuroscience
Transitive inference, class inclusion and a variety of other inferential abilities have strikingly similar developmental profiles—all are acquired around the age of five. Yet, little is known about the reasons for this correspondence. Category theory was invented as a formal means of establishing commonalities between various mathematical structures. We use category theory to show that transitive inference and class inclusion involve dual mathematical structures, called product and coproduct. Other inferential tasks with similar developmental profiles, including matrix completion, cardinality, dimensional changed card sorting, balance-scale (weight-distance integration), and Theory of Mind also involve these structures. By contrast, (co)products are not involved in the behaviours exhibited by younger children on these tasks, or simplified versions that are within their ability. These results point to a fundamental cognitive principle under development during childhood that is the capacity to compute (co)products in the categorical sense.
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