{"created":"2024-10-16T02:27:06.199589+00:00","id":2000921,"links":{},"metadata":{"_buckets":{"deposit":"7a028fba-1401-452f-a087-bde2ac7ea608"},"_deposit":{"created_by":15,"id":"2000921","owner":"15","owners":[15],"pid":{"revision_id":0,"type":"depid","value":"2000921"},"status":"published"},"_oai":{"id":"oai:mie-u.repo.nii.ac.jp:02000921","sets":["143:602:1728957921268"]},"author_link":[],"control_number":"2000921","item_8_biblio_info_6":{"attribute_name":"bibliographic_information","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023-05-24","bibliographicIssueDateType":"Issued"}}]},"item_8_description_14":{"attribute_name":"フォーマット","attribute_value_mlt":[{"subitem_description":"application/pdf","subitem_description_type":"Other"}]},"item_8_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"AIを援用したパフォーマンステスト半自動採点システムは、音声認識技術の向上により、より簡便なツールを用いてテキスト化された言語データを、BERTなどの自然言語処理技術を用いてコンピュータにより数値化・採点させ、データサイエンス技術で可視化する第一段階と、教員が確認する第二段階とに分けて、「半自動」とすることにより、課題はあるものの、評価項目のいくつかを何らかの特徴量によって定量化したことによって、教員の採点時の負担を軽減するのみならず、多くの教員が抱える評価基準の客観性や公平性への不安を和らげる効果があり、現実的な運用を重視したこの研究の有用性とその可能性が示唆されたと考える。","subitem_description_language":"ja","subitem_description_type":"Abstract"},{"subitem_description":"The system created and implemented in this research, a Semi-Automatic Scoring System using AI, showed much potential for future application. As the technology of Speech-Recognition improves and becomes more precise with each passing year, user-friendly tools are becoming available to transcribe voice into texts. After transcription, the language data can then be scored, and the results quantified, by a computer (AI). Lastly, English teachers can make the final decision after confirming the scores. In this study, the Semi-Automatic Scoring System has made meaningful progress in evaluating elementary school, junior high school, and high school English performance tests. This system seems to reduce the English teachers' workload and ensure objectivity and fairness about the standard of scoring of the performance test. This system could be recommended for its benefit to teachers and its practicality.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_8_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"2020年度～2022年度科学研究費補助金(基盤研究(C))研究成果報告書","subitem_description_type":"Other"}]},"item_8_description_64":{"attribute_name":"科研費番号","attribute_value_mlt":[{"subitem_description":"20K00797","subitem_description_type":"Other"}]},"item_8_publisher_30":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"三重大学"}]},"item_8_text_31":{"attribute_name":"出版者（ヨミ）","attribute_value_mlt":[{"subitem_text_value":"ミエダイガク"}]},"item_8_text_65":{"attribute_name":"item_8_text_65","attribute_value_mlt":[{"subitem_text_value":"Kaken / 科研費報告書"}]},"item_8_version_type_15":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"金子, 淳","creatorNameLang":"ja"},{"creatorName":"Kaneko, Jun","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"山口, 常夫","creatorNameLang":"ja"},{"creatorName":"YAMAGUCHI, Tsuneo","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"大槻, 恭士","creatorNameLang":"ja"},{"creatorName":"OTSUKI, Takashi","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"坂口, 隆之","creatorNameLang":"ja"},{"creatorName":"SAKAGUCHI, Takayuki","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"ミラー, ジェリー","creatorNameLang":"ja"},{"creatorName":"Miller, Jerry","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"畠山, 研","creatorNameLang":"ja"},{"creatorName":"HATAKEYAMA, Ken","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-10-16"}],"filename":"2024RP0012.pdf","filesize":[{"value":"1.4 MB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"label":"2024RP0012.pdf","url":"https://mie-u.repo.nii.ac.jp/record/2000921/files/2024RP0012.pdf"},"version_id":"e3d39bd0-c74c-426d-a98d-82e60d80ebc2"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"AI","subitem_subject_scheme":"Other"},{"subitem_subject":"機械学習","subitem_subject_scheme":"Other"},{"subitem_subject":"評価","subitem_subject_scheme":"Other"},{"subitem_subject":"パフォーマンステスト","subitem_subject_scheme":"Other"},{"subitem_subject":"英語","subitem_subject_scheme":"Other"},{"subitem_subject":"言語習得","subitem_subject_scheme":"Other"},{"subitem_subject":"BERT","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"item_resource_type","attribute_value_mlt":[{"resourcetype":"research report","resourceuri":"http://purl.org/coar/resource_type/c_18ws"}]},"item_title":"AIを援用したパフォーマンステスト半自動採点システムの開発","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"AIを援用したパフォーマンステスト半自動採点システムの開発","subitem_title_language":"ja"},{"subitem_title":"Development of a Semi-Automatic Scoring System using AI","subitem_title_language":"en"}]},"item_type_id":"8","owner":"15","path":["1728957921268"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-10-16"},"publish_date":"2024-10-16","publish_status":"0","recid":"2000921","relation_version_is_last":true,"title":["AIを援用したパフォーマンステスト半自動採点システムの開発"],"weko_creator_id":"15","weko_shared_id":-1},"updated":"2024-10-16T02:43:30.623992+00:00"}