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{
    "pk": 26743,
    "title": "Re-presenting a Story by Emotional Factors using Sentiment Analysis Method",
    "subtitle": null,
    "abstract": "Remembering events is affected by personal emotional status. We examined the psychological status, personalfactors, and social factor of undergraduate students (N=64) and got summaries of a story, Chronicle of a Death Foretold fromthem. As transfer learning, we collected 38,265 movie review data to train a sentimental analysis model based on convolutionalneural network, using the model to score each summary. The results of CES-D and PANAS show the relationship betweenemotion and memory retrieval; depressed people have shown a tendency of representing a story more negatively, and seemedless expressive. People with full of emotion have retrieved their memory more expressively, using more negative words. Thecontributions of this study can be summarized as follows: First, we lighten the relationship between emotion and its effects onstoring or retrieving memories. Second, we suggest objective methods to evaluate the intensity of emotion in words, using asentimental analysis model.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [],
    "section": "Member Abstracts",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/6j30z2wf",
    "frozenauthors": [
        {
            "first_name": "Hwiyeol",
            "middle_name": "",
            "last_name": "Jo",
            "name_suffix": "",
            "institution": "Seoul National University",
            "department": ""
        },
        {
            "first_name": "Yohan",
            "middle_name": "",
            "last_name": "Moon",
            "name_suffix": "",
            "institution": "Sungkyunkwan University",
            "department": ""
        },
        {
            "first_name": "Jongin",
            "middle_name": "",
            "last_name": "Kim",
            "name_suffix": "",
            "institution": "Seoul National University",
            "department": ""
        },
        {
            "first_name": "Jeong",
            "middle_name": "",
            "last_name": "Ryu",
            "name_suffix": "",
            "institution": "Yonsei University",
            "department": ""
        }
    ],
    "date_submitted": null,
    "date_accepted": null,
    "date_published": "2016-01-01T18:00:00Z",
    "render_galley": null,
    "galleys": [
        {
            "label": "PDF",
            "type": "pdf",
            "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26743/galley/16379/download/"
        }
    ]
}