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{
    "pk": 27007,
    "title": "A Dynamic Process Model for Predicting Workload in an Air Traffic ControllerTask",
    "subtitle": null,
    "abstract": "We present a dynamic process model for workload, developedaccording to a conducted experiment, which recorded the pupildilation during an air traffic controller simulation. We describehow we built such a dynamic system based on the collecteddata. Logged events that happened in our simulation were usedas system input and the recorded pupil dilation as output. Af-terwards, we used the MATLAB system identification toolboxto identify the transfer function between input and output. Theidentified model is validated with a validation data set that hasbeen excluded from the identification process. Results showthat we are able to explain nearly 50% of the variance of therecorded pupil dilation data in the air traffic controller simu-lation. Moreover, the model explains some contrary results ofthe statistical analysis from our experiment.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Dynamic process model; System theory; Work-load; Pupillometry; Air traffic controllers"
        }
    ],
    "section": "Talks: Papers",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/49x5146n",
    "frozenauthors": [
        {
            "first_name": "Martina",
            "middle_name": "",
            "last_name": "Truschzinski",
            "name_suffix": "",
            "institution": "University of Technology Chemnitz",
            "department": ""
        },
        {
            "first_name": "Maria",
            "middle_name": "",
            "last_name": "Wirzberger",
            "name_suffix": "",
            "institution": "University of Technology Chemnitz",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2017-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27007/galley/16643/download/"
        }
    ]
}