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{ "pk": 30210, "title": "Effect of a colour-based descriptor and stimuli presentation mode in unsupervisedcategorization", "subtitle": null, "abstract": "In unsupervised categorization, studies have shown that fewer stimuli dimensions are used for categorization with serialpresentation compared to concurrent presentation of stimuli. In this study, we investigate how a colour-based multidimen-sional descriptor might affect the number of dimensions used in categorization. Our results show that a fewer numberof dimensions are used when stimuli are presented serially irrespective of the presence of a colour-based descriptor. Wefound main effects for both the stimuli presentation mode and the colour-based descriptor. The stimuli has the same logicalstructure across all the conditions. Our results show that the notion of a natural and intuitive grouping of items is affectedby meta-level feature descriptors, that are not part of a feature-based representation of stimuli. We discuss the implica-tions of our findings for computational models of categorization, which make predictions based solely on feature-basedrepresentation of stimuli.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Member Abstracts, appearing in proceedings only", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/4m9134gw", "frozenauthors": [ { "first_name": "Sujith", "middle_name": "", "last_name": "Thomas", "name_suffix": "", "institution": "Birla Institute of Technology Goa Campus", "department": "" }, { "first_name": "Aditya", "middle_name": "", "last_name": "Kapoor", "name_suffix": "", "institution": "Birla Institute of Technology Goa Campus", "department": "" }, { "first_name": "Narayanan", "middle_name": "", "last_name": "Srinivasan", "name_suffix": "", "institution": "University of Allahabad", "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/30210/galley/20064/download/" } ] }