Article Instance

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{
    "pk": 27769,
    "title": "Do Humans Navigate via Random Walks? Modeling Navigation in a Semantic Word Game",
    "subtitle": null,
    "abstract": "We investigate a method for formulating context- and task-\nspecific computational models of human performance in a con-\nstrained semantic memory task. In particular, we assume that\nmemory retrieval can only use a simple process – a random\nwalk – and examine whether the effect of context and task\nspecifications can be captured via a straightforward network\nestimation method that is sensitive to context and task. We find\nthat a random walk model on the context-specific networks\nmimics aggregate human performance.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "network analysis"
        },
        {
            "word": "Semantic search"
        },
        {
            "word": "spreading activation"
        },
        {
            "word": "Semantic memory"
        },
        {
            "word": "Random walks"
        }
    ],
    "section": "Publication-based-Talks",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/0bd1b52n",
    "frozenauthors": [
        {
            "first_name": "Mohammad",
            "middle_name": "Isyroqi",
            "last_name": "Fatham",
            "name_suffix": "",
            "institution": "University of Kansas",
            "department": ""
        },
        {
            "first_name": "Eli",
            "middle_name": "J",
            "last_name": "Renfro",
            "name_suffix": "",
            "institution": "University of Kansas",
            "department": ""
        },
        {
            "first_name": "Joseph",
            "middle_name": "L",
            "last_name": "Austerweil",
            "name_suffix": "",
            "institution": "University of Wisonsin - Madison",
            "department": ""
        },
        {
            "first_name": "Nicole",
            "middle_name": "M",
            "last_name": "Beckage",
            "name_suffix": "",
            "institution": "University of Kansas; University of Wisconsin-Madison",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2018-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/27769/galley/17409/download/"
        }
    ]
}