{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00202329","sets":["6164:6165:6640:10055"]},"path":["10055"],"owner":"44499","recid":"202329","title":["学習中の生理応答同時計測による「学びのつまずき」推定システム開発"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-06-26"},"_buckets":{"deposit":"f65963d3-8157-46c9-b5b2-9f74a0527617"},"_deposit":{"id":"202329","pid":{"type":"depid","value":"202329","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"学習中の生理応答同時計測による「学びのつまずき」推定システム開発","author_link":["496370","496373","496368","496375","496372","496371","496369","496374"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"学習中の生理応答同時計測による「学びのつまずき」推定システム開発"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"行動認識","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2019-06-26","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九州大学基幹教育院"},{"subitem_text_value":"九州大学基幹教育院"},{"subitem_text_value":"九州大学附属図書館付設教材開発センター"},{"subitem_text_value":"九州大学大学院システム情報科学研究院"},{"subitem_text_value":"九州大学基幹教育院"},{"subitem_text_value":"九州大学基幹教育院"},{"subitem_text_value":"九州大学基幹教育院"},{"subitem_text_value":"九州大学基幹教育院"}]},"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/202329/files/IPSJ-DICOMO2019057.pdf","label":"IPSJ-DICOMO2019057.pdf"},"date":[{"dateType":"Available","dateValue":"2021-06-26"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DICOMO2019057.pdf","filesize":[{"value":"931.5 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":"44"}],"accessrole":"open_date","version_id":"57af6ff8-3199-4f65-bcaf-29dc6b14d509","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田村, かおり"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岡本, 剛"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大井, 京"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"島田, 敬士"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"畑埜, 晃平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山田, 政寛"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"陸, 忞"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"木實, 新一"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"学習者が新規知識獲得時に感じる「学びのつまずき」を推定するために，学習ログデータと生体信号を活用した「マルチモーダル・ラーニングアナリティクス」が昨今注目されている．本研究では，学習中生体信号として脳波および視線計測を導入し，「学びのつまずき」推定のためのシステムを開発した．本開発システムを用いて学習中の状態を計測し，バイオマーカー候補を探索した．その結果，脳波ではベータ波振幅が，視線では視線停留時間および視線流入回数が，それぞれつまずき推定のマーカー候補になりうることを示した．本研究で得られた結果は，生体信号から「学びのつまずき」の詳細な推定を実現する上での基盤となりうる．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"410","bibliographic_titles":[{"bibliographic_title":"マルチメディア,分散協調とモバイルシンポジウム2019論文集"}],"bibliographicPageStart":"407","bibliographicIssueDates":{"bibliographicIssueDate":"2019-06-26","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2019"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":202329,"updated":"2025-01-19T20:56:08.057963+00:00","links":{},"created":"2025-01-19T01:04:54.014626+00:00"}