{"created":"2023-06-23T12:19:06.340030+00:00","id":1169,"links":{},"metadata":{"_buckets":{"deposit":"eaef94a2-a95a-4020-83bb-ede149a7b46a"},"_deposit":{"created_by":22,"id":"1169","owners":[22],"pid":{"revision_id":0,"type":"depid","value":"1169"},"status":"published"},"_oai":{"id":"oai:otemae.repo.nii.ac.jp:00001169","sets":["26:16:116"]},"author_link":["113","1822"],"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2016-03-31","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"18","bibliographicPageStart":"11","bibliographicVolumeNumber":"6","bibliographic_titles":[{"bibliographic_title":"大手前大学CELL教育論集"},{"bibliographic_title":"Otemae University CELL journal of educational studies ","bibliographic_titleLang":"en"}]}]},"item_10002_creator_3":{"attribute_name":"著者別名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"KONDO, Nobuhiko"}],"nameIdentifiers":[{}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"近年のICTの発展により、教育におけるビッグデータは現実的なものとして顕在化し、その活用により教育改善をおこなう試みが大きな注目を集めている。海外ではいち早く教育ビッグデータに対するアナリティクスの研究と実践が行われ、国内においてもその必要性が急速に認識されつつある。本稿では、大学における教育ビッグデータの活用について整理するため、種々のアナリティクスと教学IRに着目して、発展の経緯や、分野間の関係性などについてまとめる。さらに、大手前大学におけるアナリティクスや教学IRの現状と展望について述べる。","subitem_description_type":"Abstract"}]},"item_10002_description_6":{"attribute_name":"Abstract","attribute_value_mlt":[{"subitem_description":"In the last decade, big data analytics in education has been an emerging area because of the rapid progress of ICT. The analytics of educational big data has received much attention as a promising approach to improve higher education. This paper focuses on the application of analytics for higher education and IR(Institutional Research), and summarizes the history and importance of these areas. It also introduces the current situation and results of analytics and IR at Otemae University.","subitem_description_type":"Other"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"大手前大学CELL教育研究所"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2189-4027","subitem_source_identifier_type":"ISSN"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"近藤, 伸彦"},{"creatorName":"コンドウ, ノブヒコ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2016-07-06"}],"displaytype":"detail","filename":"2015_CELL_h011-018_Kondo.pdf","filesize":[{"value":"1.2 MB"}],"format":"application/pdf","licensetype":"license_11","mimetype":"application/pdf","url":{"label":"大学におけるビッグデータ・アナリティクスと教学IR","url":"https://otemae.repo.nii.ac.jp/record/1169/files/2015_CELL_h011-018_Kondo.pdf"},"version_id":"36e15b72-9b39-4c1d-b02e-5b0da0a96151"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"教育ビッグデータ","subitem_subject_scheme":"Other"},{"subitem_subject":"ラーニングアナリティクス","subitem_subject_scheme":"Other"},{"subitem_subject":"アカデミックアナリティクス","subitem_subject_scheme":"Other"},{"subitem_subject":"Educational data mining","subitem_subject_scheme":"Other"},{"subitem_subject":"教学IR","subitem_subject_scheme":"Other"},{"subitem_subject":"educational big data","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"learning analytics","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"academic analytics","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"educational data mining","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"institutional research","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"大学におけるビッグデータ・アナリティクスと教学IR","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"大学におけるビッグデータ・アナリティクスと教学IR"},{"subitem_title":"Big data analytics and Institutional Research for universities","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"22","path":["116"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-07-06"},"publish_date":"2016-07-06","publish_status":"0","recid":"1169","relation_version_is_last":true,"title":["大学におけるビッグデータ・アナリティクスと教学IR"],"weko_creator_id":"22","weko_shared_id":-1},"updated":"2023-06-23T12:55:22.856482+00:00"}