{"id":230899,"created":"2025-01-19T01:30:56.605539+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230899","sets":["6504:11436:11444"]},"path":["11444"],"owner":"44499","recid":"230899","title":["回帰分析の導入を目的としたWebアプリケーション教材の提案と授業実践"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"8d615fde-68fc-462f-8b44-171deb95fb51"},"_deposit":{"id":"230899","pid":{"type":"depid","value":"230899","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"回帰分析の導入を目的としたWebアプリケーション教材の提案と授業実践","author_link":["622686","622685","622684"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"回帰分析の導入を目的としたWebアプリケーション教材の提案と授業実践"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータと人間社会","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"お茶の水女子大"},{"subitem_text_value":"お茶の水女子大"},{"subitem_text_value":"聖学院中学校・高等学校"}]},"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/230899/files/IPSJ-Z85-5ZJ-09.pdf","label":"IPSJ-Z85-5ZJ-09.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-5ZJ-09.pdf","filesize":[{"value":"391.7 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"cb2c275a-3c58-4319-8754-375b65ccb6d9","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"村上, 綾菜"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊藤, 貴之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山本, 周"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，高校生からデータサイエンスや AI の基礎を学ぶことが求められており，高等学校における教科「情報」の学習指導要領にも単回帰分析をはじめとするデータサイエンスの基礎が含まれる．しかし，実際の教育現場ではデータサイエンス初学者に適した教材が不足しており，表計算ソフトウェアやプログラミングに慣れていない学習者にとってはハードルが高い．そこで本研究では，クリック操作のみで単回帰分析を学習できる Web アプリケーション教材を提案する．本教材を用いた授業を実践し，授業前後にはアンケートを実施した．教材で取得した操作ログとアンケート結果より学習の効果を議論する．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"732","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"731","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T10:57:29.194826+00:00","links":{}}