{"pk":30162,"title":"Simulating Feature- and Relation-Based Categorisation with a\nSymbolic-Connectionist Model","subtitle":null,"abstract":"Participants in Goldwater et al. (2018) reported using either\nfeature- or relation-based strategy during a series of category\nlearning tasks. A computational modeling study was conducted\nto investigate whether performance on Experiments 1 and 2 of\nGoldwater et al. (2018) might be explained by the assumption\nthat participants used either feature- or relation-based\nrepresentational encoding during learning. Human\nparticipants’ and model performance are compared and\nimplications are discussed","language":"eng","license":{"name":"","short_name":"","text":null,"url":""},"keywords":[{"word":"categorisation; relational categories; featural\ncategories; symbolic-connectionist model; computational\nmodeling"}],"section":"Papers accepted as Posters, appearing in proceedings only","is_remote":true,"remote_url":"https://escholarship.org/uc/item/5t65d4c6","frozenauthors":[{"first_name":"Ekaterina","middle_name":"Y.","last_name":"Shurkova","name_suffix":"","institution":"University of Edinburgh","department":""},{"first_name":"Leonidas","middle_name":"A.A.","last_name":"Doumas","name_suffix":"","institution":"University of Edinburgh","department":""}],"date_submitted":null,"date_accepted":null,"date_published":"2020-01-01T18:00:00Z","render_galley":null,"galleys":[{"label":"PDF","type":"pdf","path":"https://journalpub.escholarship.org/cognitivesciencesociety/article/30162/galley/20016/download/"}]}