{"created":"2026-01-22T08:21:11.066583+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02006889","sets":["1164:4842:1769069195417:1769069277803"]},"path":["1769069277803"],"owner":"80578","recid":"2006889","title":["多人数講義における学修者からの意見把握を支援するカテゴリ提案・意見分類ツールの意見分類の妥当性評価"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2026-01-31"},"_buckets":{"deposit":"e9f6d045-12e4-4ec7-b14a-e8a27283245f"},"_deposit":{"id":"2006889","pid":{"type":"depid","value":"2006889","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"多人数講義における学修者からの意見把握を支援するカテゴリ提案・意見分類ツールの意見分類の妥当性評価","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"多人数講義における学修者からの意見把握を支援するカテゴリ提案・意見分類ツールの意見分類の妥当性評価","subitem_title_language":"ja"},{"subitem_title":"Evaluation of the Validity of the Opinion Classification Function in a Tool for Category Suggestion and Opinion Classification to Support the Comprehending of Opinions from Learners in Large Scale Classes","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2026-01-31","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"大阪教育大学大学院教育学研究科"},{"subitem_text_value":"大阪教育大学みらいICT先導センター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Education, Osaka Kyoiku University","subitem_text_language":"en"},{"subitem_text_value":"Center for Information Communication and Technology, Osaka Kyoiku University","subitem_text_language":"en"}]},"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/2006889/files/IPSJ-CE26183001.pdf","label":"IPSJ-CE26183001.pdf"},"date":[{"dateType":"Available","dateValue":"2028-01-31"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CE26183001.pdf","filesize":[{"value":"2.1 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":"19"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"9070c27a-5f3d-42eb-ab4f-1a39d5bca822","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2026 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"横山,寧々"}]},{"creatorNames":[{"creatorName":"尾崎,拓郎"}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Nene Yokoyama","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"Takuro Ozaki","creatorNameLang":"en"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10096193","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":"2188-8930","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"高等教育機関の多人数講義では，授業者のフィードバックが重要であるが，学修者の膨大な意見の把握に多大な労力を要する．著者らはこれまで，学修者からの意見の内容把握にかかる負担を軽減することで，学修者からの授業意見を迅速かつ容易に把握可能にすることを目的とし，学修者の授業意見を基に生成AIを用いて自動でカテゴリ提案及び意見分類を行うツールの開発と，有効性の検証について報告を行ってきた．本稿においては，開発したツールの意見分類機能が授業意見の構成に依存せず安定した性能を示すかどうかを明らかにするため，授業意見及びカテゴリの構成が異なる条件下における意見分類機能の性能評価を行った．本機能の性能評価では，適合率及び再現率を指標として用いた．性能評価の結果，条件が異なる場合においても，意見分類機能が安定した性能を示すことが確認された．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告コンピュータと教育（CE）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2026-01-31","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2026-CE-183"}]},"relation_version_is_last":true,"weko_creator_id":"80578"},"id":2006889,"updated":"2026-01-22T08:21:15.367645+00:00","links":{}}