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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/" } ] }