WISDOM-DX: An Automatic DX Assessment System Using a QA System Based on Web Data

نویسندگان

چکیده

DX is a must for Japanese companies to cope with Japan's 2025 Digital Cliff. To promote initiatives, self-assessment necessary make their position recognized. However, conventional manual assessments have high costs, hindering promotion. We noticed that progress in corporate can be reflected the amount of related information on Web, and there no reported method utilizing this relation assessment. This paper proposes WISDOM-DX, system accumulates activities Web using question-answering system, ranks regarding initiatives. compared WISDOM-DX two baselines Prize Google. The precision Prize, Google were 56.3%, 45.8%, 22.9%, respectively. rate DX-related award winners or certified obtained by 91.7% 64.6%, Area Under Precision-Recall curve (AUPR) 0.540, 0.359, 0.181, An opinion survey showed 60.7% positive 32.1% neutral responses agreeability WISDOM-DX's rankings, 46.4% 39.3% usefulness WISDOM-DX. These results promising performance prospect automating large-scale assessment

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ژورنال

عنوان ژورنال: Journal of information processing

سال: 2023

ISSN: ['0387-6101']

DOI: https://doi.org/10.2197/ipsjjip.31.509