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{
    "pk": 30095,
    "title": "Exploring Dynamic Decision Making Strategies withRecurrence Quantification Analysis",
    "subtitle": null,
    "abstract": "Aggregate statistics, such as percentage of choices, drive manyinsights about sequential behavior in decision making re-search. However, aggregation leaves usable information andpotential insights unexamined. Here, we introduce the useof recurrence plots (RP) and recurrence quantification anal-ysis (RQA) to explore individual choice sequences and de-termine generalized patterns of decision making strategies ina dynamic decision task. We illustrate the insights that RPsand RQAs reveal in a data set collected in a past study in-volving a dynamic, binary choice task (McCormick et al., inpreparation). Patterns of recurrence reveal multiple, distin-guishable, individual choice patterns among participants whowere equally successful in adapting to the dynamic environ-ment. We discuss how RQA of choice behavior can augmentour understanding of decision strategies when paired with tra-ditional aggregate assessments.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "Dynamic decision making; Recurrence quantifi-cation analysis; Choice sequences; Decision strategies; Visualanalytics"
        }
    ],
    "section": "Poster Session 3",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/6fj218hh",
    "frozenauthors": [
        {
            "first_name": "Erin",
            "middle_name": "N.",
            "last_name": "McCormick",
            "name_suffix": "",
            "institution": "Carnegie Mellon University",
            "department": ""
        },
        {
            "first_name": "Leslie",
            "middle_name": "M.",
            "last_name": "Blaha",
            "name_suffix": "",
            "institution": "Air Force Research Laboratory",
            "department": ""
        },
        {
            "first_name": "Cleotilde",
            "middle_name": "",
            "last_name": "Gonzalez",
            "name_suffix": "",
            "institution": "Carnegie Mellon University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2020-01-01T13:00:00-05:00",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/30095/galley/19949/download/"
        }
    ]
}