Article Instance

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{
    "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/"
        }
    ]
}