{"updated":"2025-01-20T19:52:02.933733+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00112983","sets":["1164:6089:7860:7861"]},"path":["7861"],"owner":"11","recid":"112983","title":["LMSの活動ログを利用した学生の分類の試み：情報系科目をケーススタディとして"],"pubdate":{"attribute_name":"公開日","attribute_value":"2015-01-24"},"_buckets":{"deposit":"6d82bfaf-f17b-437a-a608-0173fa9062ac"},"_deposit":{"id":"112983","pid":{"type":"depid","value":"112983","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"LMSの活動ログを利用した学生の分類の試み：情報系科目をケーススタディとして","author_link":["36022","36020","36021"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"LMSの活動ログを利用した学生の分類の試み：情報系科目をケーススタディとして"}]},"item_type_id":"4","publish_date":"2015-01-24","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"島根大学総合理工学部"},{"subitem_text_value":"島根大学大学院総合理工学研究科"},{"subitem_text_value":"島根大学大学院総合理工学研究科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Interdisciplinary Faculty of Science and Engineering, Shimane University","subitem_text_language":"en"},{"subitem_text_value":"Interdisciplinary Graduate School of Science and Engineering, Shimane University","subitem_text_language":"en"},{"subitem_text_value":"Interdisciplinary Graduate School of Science and Engineering, Shimane 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/112983/files/IPSJ-CLE15015002.pdf"},"date":[{"dateType":"Available","dateValue":"2017-01-24"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CLE15015002.pdf","filesize":[{"value":"204.3 kB"}],"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":"7e1434bf-11fa-4878-8edc-f2b08a36101b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2015 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"石井, 純平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"平川, 正人"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山田, 泰寛"}],"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_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Learning Management System(LMS) を用いて行う反転授業では，資料の閲覧や小テストの受験，課題の提出等の授業外時間の学習が LMS のログとして蓄積される．反転授業において授業外時間の学習は重要であるが，学習時間や頻度は学習者によって異なるため，授業外時間の取り組みが成績に影響を与えると考えられる．本研究では，LMS の活動ログを用いて，学習者を学習傾向に応じて分類することを目的に，一つの情報系科目をケーススタディとして，二つの手法による学生の分類を試みた．一つ目の手法は，学習の反復と学習のペースという二つの指標を用いて，学習意欲という観点に基づく分類であり，その分類結果と成績との関連を調べた．二つ目の手法は，特定の行動の行動回数や 2 つの行動の順序などの指標を説明変数とし，成績を目的変数として，決定木による分類を行った．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","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":"2015-01-24","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2015-CLE-15"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-18T23:54:38.899484+00:00","id":112983,"links":{}}