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{
    "pk": 32981,
    "title": "Educational Implications of CELIA : Learning by Observing and Explaining",
    "subtitle": null,
    "abstract": "CELIA is a computational model of how a novice student can quickly become competent at a procedural task through observing and understanding an expert's problem solving. This model was inspired by protocol studies, and implemented in a computer program. This model of a student's effective learning suggests some implications for teaching novices in a new domain. These may be relevant for both human teaching and intelligent tutoring. The implications include: encourage the student to predict, interactive step-by-step presentation of example steps, encourage self-explanation by the student, order example steps to match their logical order, give a variety of examples in early instruction, allow flexible interaction with the student, and present bztsic background concepts prior to examples. These implications represent hypotheses that follow from the learning model; they suggest further research.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Refereed Papers",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/48x2c0fg",
    "frozenauthors": [
        {
            "first_name": "Michael",
            "middle_name": "",
            "last_name": "Redmond",
            "name_suffix": "",
            "institution": "Rutgers University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "1994-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/32981/galley/24042/download/"
        }
    ]
}