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{ "pk": 31789, "title": "The Contributinos of Studying Examples and Solving Problems to Skill Acquisition", "subtitle": null, "abstract": "There is little doubt that examples play a major\nrole in acquiring a n e w skill. H o w examples improve\nlearning, however, is subject to some debate. Re-\ncently, two different classes of theories have been pro-\nposed to explain w h y examples are such an effective\nmanner of learning. Example Generalization m o d -\nels suggest that problem solving rules are acquired\nwhile studying examples. Knowledge Compilation\nmodels, on the other hand, suggest that examples\nare useful because they guide future problem solv-\ning, where the necessary rules are created. Consis-\ntent with knowledge compilation models, w e found\nthat separating target problems from source exam-\nples hindered learning because the source exeimples\ncould not be remembered to guide problem solving.\nW e also found that if sources are not accessible or re-\nm e m b e r e d during problem solving, learning occurs\nbest w h e n the sources are problems to be solved,\nrather than examples. Taken together, these results\nprovide strong support for the knowledge compilation\nview: in order for an example to be most effective,\nthe knowledge gained from the example must be ap-\nplied to solving a new problem.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Submitted Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/71d733c9", "frozenauthors": [ { "first_name": "J.", "middle_name": "Gregory", "last_name": "Trafton", "name_suffix": "", "institution": "Princeton University", "department": "" }, { "first_name": "Brian", "middle_name": "J.", "last_name": "Reiser", "name_suffix": "", "institution": "Northwestern University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1993-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31789/galley/22857/download/" } ] }