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{
    "pk": 28144,
    "title": "CALM - A Process Model of Category Generalization, Abstraction and Structuring",
    "subtitle": null,
    "abstract": "In this paper, we introduce CALM, a process model that is de-signed to abstract solutions in simple and complex categorylearning tasks. The model includes strong assumptions aboutthe interaction of processes driving learning behavior, typicallyaddressed in terms of feature attention, stimulus generaliza-tion, rule abstraction and knowledge partitioning. We presentsimulations of CALM, showing that the model can accountboth for systematic variations in Type II category difficulty,and for individual differences in extrapolation of an XOR cat-egory structure.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "category learning; process model; associativelearning; abstraction; problem structuring; decision making"
        }
    ],
    "section": "Publication-based-Talks",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/0v73j754",
    "frozenauthors": [
        {
            "first_name": "Rene",
            "middle_name": "",
            "last_name": "Schlegelmilch",
            "name_suffix": "",
            "institution": "University of Zurich",
            "department": ""
        },
        {
            "first_name": "Andy",
            "middle_name": "J",
            "last_name": "Wills",
            "name_suffix": "",
            "institution": "Plymouth University",
            "department": ""
        },
        {
            "first_name": "Bettina",
            "middle_name": "",
            "last_name": "von Helversen",
            "name_suffix": "",
            "institution": "University of Zurich",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2018-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28144/galley/17803/download/"
        }
    ]
}