Article Instance

HTTP 200 OK
Allow: GET
Content-Type: application/json
Vary: Accept

{
    "pk": 31766,
    "title": "The Acquisition of a Procedure Schema from Text and Experiences",
    "subtitle": null,
    "abstract": "Learning from problem solving episodes has\npreviously been modeled in two different ways: Case-\nbased planners ( H a m m o n d , 1989) acquire additional\nknowledge by storing n e w cases (i.e. the specific\nplans for different problems); search-based systems\nlike S O A R or P R O D I G Y learn by chunking the\nresult of a search process (Rosenbloom eL al., 1991;\nMinton et. al., 1989) and by forming macro-\noperators (Korf, 1985). This paper proposes\ncomprehension-based learning as a third possibility:\nFrom specific problem solving experiences (cases)\nand a related problem description (text) some coarse-\ngrained abstract representation is constructed, that\nm a y initially be inconsistent and redundant. B y\nwholistic integration processes a coherent and\nconsistent procedure schema is subsequently formed.\nSuch a procedure schema can be reused for obtaining\nsolutions to jH-oblems which are quite different at the\nconcrete level, but have been comprehended to share\nabstract commonalties. T h e acquisition of such a\nprocedure schema is exemplified for various solutions\nto different Tower of Hanoi problems (3-, 4-, and 5-\ndisks). T h e utilization of these schemata is then\ndiscussed for the 4-disk problem and respective\nexperimental data are reported.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Submitted Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/1w33d36t",
    "frozenauthors": [
        {
            "first_name": "Franz",
            "middle_name": "",
            "last_name": "Schmalhofer",
            "name_suffix": "",
            "institution": "German Research Center for Artificial Intelligence",
            "department": ""
        },
        {
            "first_name": "Bidjan",
            "middle_name": "",
            "last_name": "Tschaitschian",
            "name_suffix": "",
            "institution": "German Research Center for Artificial Intelligence",
            "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/31766/galley/22834/download/"
        }
    ]
}