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{
    "pk": 31700,
    "title": "A Psychometric PDP Model of Temporal Structure in Story Recall",
    "subtitle": null,
    "abstract": "A new parallel distributed processing (PDP) model\npossessing a statistical interpretation is proposed for ex-\ntracting critical psychological regularities from the tem-\nporal structure of human free recall data. The model is\nessentially a non-linear five parameter Jordan sequen-\ntial network for predicting categorical time-series data.\nT h e model consists of five parameters: an episodic\nstrength parameter (t/), a causal strength parameter {0),\na shared causal/episodic strength parameter (7), a work-\ning memory span parameter (//), and a number of items\nrecalled parameter (A). T h e \"psychological validity\" of\nthe model's parameter estimates were then evaluated\nwith respect to the existing experimental literature us-\ning children and adult free recall data from four stories.\nThe model's parameter estimates replicated and ex-\ntended several previously known experimental findings.\nIn particular, the model showed: (i) effects of causal\nstructure /3, (ii) showed a decrease in (7/4-7) while /?\nremained constant as retention interval increased, and\n(iii) an increase in {r]+y) whileftremained constant as\nsubject age increased.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Submitted Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/64r4q363",
    "frozenauthors": [
        {
            "first_name": "Richard",
            "middle_name": "M.",
            "last_name": "Golden",
            "name_suffix": "",
            "institution": "University of Texas",
            "department": ""
        },
        {
            "first_name": "Sandra",
            "middle_name": "F.",
            "last_name": "Golden",
            "name_suffix": "",
            "institution": "University of Texas",
            "department": ""
        },
        {
            "first_name": "Joseph",
            "middle_name": "",
            "last_name": "Strickland",
            "name_suffix": "",
            "institution": "University of Texas",
            "department": ""
        },
        {
            "first_name": "Inah",
            "middle_name": "",
            "last_name": "Choi",
            "name_suffix": "",
            "institution": "University of Texas",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "1993-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/31700/galley/22768/download/"
        }
    ]
}