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{
    "pk": 30550,
    "title": "Schema Acquisition from One Example: Psychological Evidence for Explanation-Based Learning",
    "subtitle": null,
    "abstract": "Recent explanalion-based learning (EBL) models in Al allow a computer program to learn aschema by analyzing a single example. For example. GENESIS is an EBL system which learns a planschema from a single specific instance presented in a narrative. Previous learning models in both Aland psychology have required multiple examples. This paper presents experimental evidence thatpeople can learn a plan schema from a single narrative and that the learned schema agrees with thatpredicted by EBL. This evidence suggests that GENESIS, originally constructed as a machine learningsystem, can be interpreted as a psychological model of learning a complex schema from a singleexample.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Problem Solving I",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/3dc3v7t0",
    "frozenauthors": [
        {
            "first_name": "Woo-Kyoung",
            "middle_name": "",
            "last_name": "Ahn",
            "name_suffix": "",
            "institution": "University of Illinois at Urbana-Champaign",
            "department": ""
        },
        {
            "first_name": "Raymond",
            "middle_name": "J.",
            "last_name": "Mooney",
            "name_suffix": "",
            "institution": "University of Illinois at Urbana-Champaign",
            "department": ""
        },
        {
            "first_name": "William",
            "middle_name": "F.",
            "last_name": "Brewer",
            "name_suffix": "",
            "institution": "University of Illinois at Urbana-Champaign",
            "department": ""
        },
        {
            "first_name": "Gerald",
            "middle_name": "F.",
            "last_name": "DeJong",
            "name_suffix": "",
            "institution": "University of Illinois at Urbana-Champaign",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "1987-01-01T10:00:00-08:00",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/30550/galley/20399/download/"
        }
    ]
}