{"id":216879,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00216879","sets":["1164:6089:10878:10879"]},"path":["10879"],"owner":"44499","recid":"216879","title":["個人に適した英語多肢選択問題の自動生成方法の提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-03-02"},"_buckets":{"deposit":"fd4a3fee-b2fc-4f87-9366-580823bf6aa0"},"_deposit":{"id":"216879","pid":{"type":"depid","value":"216879","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"個人に適した英語多肢選択問題の自動生成方法の提案","author_link":["560780","560778","560779"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"個人に適した英語多肢選択問題の自動生成方法の提案"}]},"item_type_id":"4","publish_date":"2022-03-02","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"現在，大阪府立大学大学院工学研究科"},{"subitem_text_value":"現在，大阪府立大学大学院工学研究科"},{"subitem_text_value":"現在，大阪府立大学大学院工学研究科"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/216879/files/IPSJ-CLE22036005.pdf","label":"IPSJ-CLE22036005.pdf"},"date":[{"dateType":"Available","dateValue":"2024-03-02"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CLE22036005.pdf","filesize":[{"value":"1.4 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"45"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"cb6b47a4-88fc-4c0c-b436-88f9d485fea3","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"湯浅, 成章"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Andrew, Vargo"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"黄瀬, 浩一"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12496725","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8620","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"集中力やモチベーションは学習効率に大きく影響する．集中力やモチベーションを維持するためにはタスクの難易度を適切に調整することが重要である．従来の研究では問題の難易度を2，3クラス程度の分類問題として扱っているため，適切な難易度の問題が存在しない学習者が現れる可能性がある．本研究では英語多肢選択問題を取り上げ，学習者個人に合わせて難易度を細やかに調整するシステムを提案する．問題の生成及び難易度の調整にはMasked Language Modelを用いる．実験参加者15名を対象として問題集での学習及び提案システムでの学習を実施し，学習の1日後，3日後にテストを行った結果，問題集での学習と比べて提案システムでの学習のほうが1日後で8パーセント，3日後で7パーセント正解率が向上し，その差が統計的に有意であることを確認した．また，提案システムが学習中の正答率に合わせて個別に難易度の調整を行っていることを確認した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告教育学習支援情報システム（CLE）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-03-02","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicVolumeNumber":"2022-CLE-36"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T15:42:08.598855+00:00","created":"2025-01-19T01:17:23.538014+00:00","links":{}}