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{
    "pk": 28863,
    "title": "Analysis of review quality by using gaze data during document review",
    "subtitle": null,
    "abstract": "In software development, deliverables in an upstream process\nare reviewed to ensure their quality and to reduce error\npropagation to the downstream process. Methods are\navailable for evaluating the review quality. In this study, we\nconsidered the defect detection process in a review of\nRequirement Definition Documents and tested a potential\nrelationship between the gaze patterns and review quality.\nSpecifically, we analyzed the relationship between the gaze\npatterns, with a primary focus on the blink rate, in a review of\nRDDs and detection accuracy. A significant nonlinear\ncorrelation between the blink rate and the detection accuracy\nwas observed; moreover, the subsequent regression analysis\nalso verified the blink rate as the best predictor of the review\nquality, notwithstanding the use of other gaze patterns. This\nresult indicates that the blink rate is a major predictor of a\ntype of review performance.",
    "language": "eng",
    "license": {
        "name": "",
        "short_name": "",
        "text": null,
        "url": ""
    },
    "keywords": [
        {
            "word": "gaze; blink rate; document review; review\nquality; signal detection theory; machine learning;"
        }
    ],
    "section": "Papers with Poster Presentations",
    "is_remote": true,
    "remote_url": "https://escholarship.org/uc/item/0cc1q6ck",
    "frozenauthors": [
        {
            "first_name": "Koki",
            "middle_name": "",
            "last_name": "Saito",
            "name_suffix": "",
            "institution": "Japan Advanced Institute of Science and Technology",
            "department": ""
        },
        {
            "first_name": "Shohei",
            "middle_name": "",
            "last_name": "Hidaka",
            "name_suffix": "",
            "institution": "Japan Advanced Institute of Science and Technology",
            "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/28863/galley/18734/download/"
        }
    ]
}