{"id":2000754,"updated":"2025-02-19T10:33:20.353835+00:00","links":{},"created":"2025-02-19T10:33:15.903736+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02000754","sets":["1164:4088:11911:1739958296301"]},"path":["1739958296301"],"owner":"80578","recid":"2000754","title":["CoursewareHubを利用した授業を支援するためのログ解析環境の構築"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2025-02-24"},"_buckets":{"deposit":"c9a55b05-a95b-43f7-be00-e89900f4779c"},"_deposit":{"id":"2000754","pid":{"type":"depid","value":"2000754","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"CoursewareHubを利用した授業を支援するためのログ解析環境の構築","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"CoursewareHubを利用した授業を支援するためのログ解析環境の構築","subitem_title_language":"ja"},{"subitem_title":"Construction of a Log Analysis Environment to Support Classes Using CoursewareHub","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"IOT","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2025-02-24","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"群馬大学総合情報メディアセンター"},{"subitem_text_value":"群馬大学総合情報メディアセンター"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Library and IT center, Gunma University","subitem_text_language":"en"},{"subitem_text_value":"Library and IT center, Gunma University","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","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/2000754/files/IPSJ-IOT25068068.pdf","label":"IPSJ-IOT25068068.pdf"},"date":[{"dateType":"Available","dateValue":"2027-02-24"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-IOT25068068.pdf","filesize":[{"value":"1.2 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":"43"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"a1bef8a8-3370-4407-89ae-b00ba46a4459","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2025 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"浜元,信州"}]},{"creatorNames":[{"creatorName":"小川,康一"}]},{"creatorNames":[{"creatorName":"横山,重俊"}]},{"creatorNames":[{"creatorName":"竹房,あつ子"}]},{"creatorNames":[{"creatorName":"合田,憲人"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12326962","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":"2188-8787","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Jupyter Notebookを講義や演習で利用するために開発された「CoursewareHub」では，学生のセル実行に関わる学習ログを取得できることから，ログ分析の結果から授業改善や授業支援を目指す取組が行われている．著者らはこれまで，Elasticsearch, Fluentd, Kibanaを利用したクラウド上のログ解析環境を提案し，ネットワーク機器や，LMSへと適用範囲を広げてきた．本発表では，本環境の適用範囲を更に広げることによって，LMSログ等の複数のログの相関分析が可能なログ解析を行える環境を提供することを目指した．例として，CoursewareHubのログを本環境に適用し，CoursewareHubのログをリアルタイムで解析することで，授業を行っている教員に対して学生の状況把握が可能となるダッシュボードを構築した．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"The CoursewareHub, which was developed to use Jupyter Notebook in lectures and exercises, can acquire learning logs related to students' cell execution, and is being used to improve classes and support classes based on the results of the log analysis. The authors have proposed a cloud-based log analysis environment using Elasticsearch, Fluentd and Kibana, and have extended the scope of application to network devices and LMS. In this presentation, we aim to provide an environment for log analysis that enables correlation analysis of multiple logs such as LMS logs by further expanding the scope of application of this environment. As an example, we applied CoursewareHub logs to this environment and constructed a dashboard that enables teachers conducting classes to grasp the status of students by analysing CoursewareHub logs in real time.","subitem_description_type":"Other","subitem_description_language":"en"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告インターネットと運用技術（IOT）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2025-02-24","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"68","bibliographicVolumeNumber":"2025-IOT-68"}]},"relation_version_is_last":true,"weko_creator_id":"80578"}}