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{ "pk": 27045, "title": "Low Dimensional Representations in Multi-Cue Judgment", "subtitle": null, "abstract": "The study of multi-cue judgment investigates how decisionmakers integrate cues to predict the value of a criterionvariable. We consider a multi-cue judgment task in whichdecision makers have prior knowledge of inter-cuerelationships but are ignorant of how the cues correlate withthe criterion. In this setting, a naive judgment strategyprescribes an equal weight for each cue. However, we findthat many participants appear to use a weighting schemebased on a low-dimensional representation of the cue space.The use of such a representation is consistent with coreinsights in semantic memory research and has importantoptimality properties concerning judgment accuracy.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "judgment and decision making; cueintegration; improper linear models; dimensionalityreduction; semantic memory" } ], "section": "Talks: Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/4p15r9jg", "frozenauthors": [ { "first_name": "Joyce", "middle_name": "Wenjia", "last_name": "Zhao", "name_suffix": "", "institution": "University of Pennsylvania", "department": "" }, { "first_name": "Sudeep", "middle_name": "", "last_name": "Bhatia", "name_suffix": "", "institution": "University of Pennsylvania", "department": "" }, { "first_name": "Clintin", "middle_name": "P.", "last_name": "Davis-Stober", "name_suffix": "", "institution": "University of Missouri", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2017-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27045/galley/16681/download/" } ] }