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{ "pk": 26166, "title": "Factors Influencing Categorization Strategy in Visual Category Learning", "subtitle": null, "abstract": "Studies in visual category learning show that participants usedifferent category generalization strategies. Some studies re-port a preference for a rule-based strategy, while others reporta preference for a similarity-based strategy. We conducted cat-egory learning experiments in which we varied three variables— family resemblance of a category, saliency of the definingrule and presentation of transfer stimulus after a delay. Ourresults show that these factors influence the choice of categorygeneralization strategy. Our study offers a possible explanationfor the divergent results in the literature.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "visual category learning; supervised learning;generalization; family resemblance; defining rule saliency" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/44p0j9sw", "frozenauthors": [ { "first_name": "Sujith", "middle_name": "", "last_name": "Thomas", "name_suffix": "", "institution": "Indian Institute of Technology Kanpur", "department": "" }, { "first_name": "Harish", "middle_name": "", "last_name": "Karnick", "name_suffix": "", "institution": "Indian Institute of Technology Kanpur", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26166/galley/15802/download/" } ] }