{"id":203715,"updated":"2025-01-19T20:28:08.834283+00:00","links":{},"created":"2025-01-19T01:06:03.690497+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00203715","sets":["1164:6089:10157:10158"]},"path":["10158"],"owner":"44499","recid":"203715","title":["デジタル教材の学習ログと成績の関連分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-03-01"},"_buckets":{"deposit":"7e7c6b27-ab1f-4279-898c-a4127c9a808b"},"_deposit":{"id":"203715","pid":{"type":"depid","value":"203715","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"デジタル教材の学習ログと成績の関連分析","author_link":["503001","503004","503002","503003"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"デジタル教材の学習ログと成績の関連分析"}]},"item_type_id":"4","publish_date":"2020-03-01","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九州大学大学院システム情報科学府"},{"subitem_text_value":"九州大学システム情報科学研究院"},{"subitem_text_value":"九州大学システム情報科学研究院"},{"subitem_text_value":"九州大学システム情報科学研究院"}]},"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/203715/files/IPSJ-CLE20030010.pdf","label":"IPSJ-CLE20030010.pdf"},"date":[{"dateType":"Available","dateValue":"2022-03-01"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CLE20030010.pdf","filesize":[{"value":"1.0 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":"b9fc17fc-7c2a-4ebe-ad40-c69b9ce3ce86","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"椎野, 徹也"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"峰松, 翼"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"島田, 敬士"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"谷口, 倫一郎"}],"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":"現在，九州大学や京都大学など複数の大学では，デジタル教材配信システムによって提供される教材を用いた講義が行われている．学生がデジタル教材を利用する際，その閲覧操作状況は自動的に学習ログとして記録される．この学習ログの分析によって得られる有用なフィードバックはエビデンスに基づく教育を実現するために期待されている．そこで本研究では学習ログ分析の一つとして，収集された学習ログと学生の成績との関連性に着目した調査を行った．どのような学習行動が成績状況と結びついているかを理解するのは学生をサポートする手がかりを得る上で重要であると考られる．本稿ではまず分析手法の提案を行い，その後実験によって明らかになった学生の成績と学習ログの関係性に関して議論を行う．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","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":"2020-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"10","bibliographicVolumeNumber":"2020-CLE-30"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}