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{
    "pk": 28682,
    "title": "Kinematic Specification of Intention in Full-body Motion",
    "subtitle": null,
    "abstract": "Kinematic specification of dynamics (KSD) states that full-\nbody kinematic patterns of daily activities are reflective of a\nperson’s plans, goals, and intentions. Furthermore, it has been\nshown that observers of those activities are well attuned to\ndifferences between those kinematic patterns. However,\ndespite a substantial body of research on the identification of\nintentional motion, it is not yet clear what the essential\nkinematic information is required to perceive the intention\nfrom the kinematic pattern. Therefore, we analyzed four\ndifferent intentional full body motions (sit-to-stand\ntransitions: stand, press-stand, press-sit, and reach-up), to\ndetermine the essential kinematic information that\ndifferentiates them. We utilized principal component analysis\n(PCA), linear mixed models, and hierarchical multinomial\nlogistic regression to create two predictive regression models\nthat allow us to successfully identify and distinguish the four\nintentional motions.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Intention Recognition; Kinematic Specification\nof Dynamics; Sit-to-Stand Transition; Point-Light Displays;"
        }
    ],
    "section": "Papers with Poster Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/8q63g9nh",
    "frozenauthors": [
        {
            "first_name": "Sierra",
            "middle_name": "F.",
            "last_name": "Corbin",
            "name_suffix": "",
            "institution": "University of Cincinnati",
            "department": ""
        },
        {
            "first_name": "Charles",
            "middle_name": "H.",
            "last_name": "Moore",
            "name_suffix": "",
            "institution": "University of Cincinnati",
            "department": ""
        },
        {
            "first_name": "Gaurav",
            "middle_name": "",
            "last_name": "Patil",
            "name_suffix": "",
            "institution": "University of Cincinnati",
            "department": ""
        },
        {
            "first_name": "Lillian",
            "middle_name": "",
            "last_name": "Rigoli",
            "name_suffix": "",
            "institution": "Macquarie University",
            "department": ""
        },
        {
            "first_name": "Tehran",
            "middle_name": "",
            "last_name": "Davis",
            "name_suffix": "",
            "institution": "University of Cincinnati",
            "department": ""
        },
        {
            "first_name": "Kevin",
            "middle_name": "",
            "last_name": "Shockley",
            "name_suffix": "",
            "institution": "University of Cincinnati",
            "department": ""
        },
        {
            "first_name": "Tamara",
            "middle_name": "",
            "last_name": "Lorenz",
            "name_suffix": "",
            "institution": "University of Cincinnati",
            "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/28682/galley/18553/download/"
        }
    ]
}