{"updated":"2025-01-21T11:29:01.787128+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00100981","sets":["1164:6089:7429:7568"]},"path":["7568"],"owner":"11","recid":"100981","title":["大学教育とビッグデータ：その可能性"],"pubdate":{"attribute_name":"公開日","attribute_value":"2014-05-09"},"_buckets":{"deposit":"3dfa0be8-b602-4305-b378-f2ef5b922fe8"},"_deposit":{"id":"100981","pid":{"type":"depid","value":"100981","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"大学教育とビッグデータ：その可能性","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"大学教育とビッグデータ：その可能性"},{"subitem_title":"Higher Educational Big Data and Its Possibility","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"特別講演","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2014-05-09","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"京都大学情報環境機構長、CIO、学術情報メディアセンター"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Director-General, Institute of Information Management and Communication, CIO Kyoto 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/100981/files/IPSJ-CLE14013005.pdf"},"date":[{"dateType":"Available","dateValue":"2016-05-09"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CLE14013005.pdf","filesize":[{"value":"995.0 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":"18ae341b-c2f0-4239-a17f-e1f322580db9","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2014 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"美濃, 導彦"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Michihiko, Minoh","creatorNameLang":"en"}],"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":"情報通信技術が我々の社会生活の様々な場面に深く入り込んだ社会は情報社会と呼ばれている。情報社会では、ログデータ等として得られる様々な形式の膨大なデジタルデータが蓄積され 「ビッグデータ」 が出現している。このデータの解析を通じて新しい知識や価値を創造する研究開発手法が注目を集めている．一方で大学においても，教育の情報化のための環境整備が進みつつあり、センターサイドではコース管理システム・学習管理システムや e ポートフォリオシステム等が，ユーザサイドでは PC・タブレット・スマートフォン・クリッカ等が，様々な学問分野の多様な教育学習活動において利用されるようになってきた。その結果，様々な形式の膨大なデジタルデータを蓄積し，それらをつなぎ合わせ解析する 「ラーニングアナリティクス」 が注目を浴びている．しかも，MOOC（Massive Open Online Course） の登場により，これまでになかった形での膨大な教育学習記録の蓄積や利活用の可能性も見えてきている．本稿では，情報社会の特性を考えた上で、情報社会における教育の問題を議論した後、大学教育の情報化推進における問題点とビッグデータへの期待について述べ、今後の大学教育改革について考えてみたい。","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In the information society, many systems are used for daily life, which results in generating big data. At higher educational institutions, there introduced many servers and terminals for supporting education. This equipment generates big data for education. In this manuscript, the characteristics and education of information society are discussed followed by the current status and challenges on big data for education, and learning analytics for improving teaching and learning at higher educational institutions.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","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":"2014-05-09","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"5","bibliographicVolumeNumber":"2014-CLE-13"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-18T23:46:39.672414+00:00","id":100981,"links":{}}