Article Instance

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

{
    "pk": 28596,
    "title": "An Integrated Trial-Level Performance Measure:Combining Accuracy and RT to Express Performance During Learning",
    "subtitle": null,
    "abstract": "Memory researchers have studied learning behavior andextracted regularities describing learning and forgetting overtime. Early work revealed forgetting curves and the benefitsof temporal spacing and testing for learning. Computationalmodels formally implemented these regularities to capturerelevant trends over time. As these models improved, theywere applied to adaptive learning contexts, where learningprofiles could be identified from responses to past learningevents to predict and improve future performance. Often times,past performance is expressed as accuracy alone. Here weexplore whether a model’s predictions can be improved ifpast performance is expressed by an integrated measure thatcombines accuracy and response times (RT). We present asimple, data-driven method to combine accuracy and RT on atrial-by-trial basis. This research demonstrates that predictionsmade using the Predictive Performance Equation improvewhen past performance is expressed as an integrated measurerather than accuracy alone.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Learning; forgetting; cognitive model; accuracy;response time; integrated measure"
        }
    ],
    "section": "Papers with Oral Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/9sz0g314",
    "frozenauthors": [
        {
            "first_name": "Florian",
            "middle_name": "",
            "last_name": "Sense",
            "name_suffix": "",
            "institution": "University of Groningen",
            "department": ""
        },
        {
            "first_name": "Tiffany",
            "middle_name": "",
            "last_name": "Jastrzembski",
            "name_suffix": "",
            "institution": "Wright-Patterson Air Force Base",
            "department": ""
        },
        {
            "first_name": "Michael",
            "middle_name": "",
            "last_name": "Krusmark",
            "name_suffix": "",
            "institution": "Wright-Patterson Air Force Base",
            "department": ""
        },
        {
            "first_name": "Siera",
            "middle_name": "",
            "last_name": "Martinez",
            "name_suffix": "",
            "institution": "Wright-Patterson Air Force Base",
            "department": ""
        },
        {
            "first_name": "Hedderik",
            "middle_name": "",
            "last_name": "van Rijn",
            "name_suffix": "",
            "institution": "University of Groningen",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2019-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28596/galley/18467/download/"
        }
    ]
}