{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00220968","sets":["6504:11035:11043"]},"path":["11043"],"owner":"44499","recid":"220968","title":["深層学習を用いたユーザの生体情報認識に基づくリアルタイム集中度検出手法の検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-17"},"_buckets":{"deposit":"3e72539d-1069-4e5d-99d9-e013c6777eda"},"_deposit":{"id":"220968","pid":{"type":"depid","value":"220968","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"深層学習を用いたユーザの生体情報認識に基づくリアルタイム集中度検出手法の検討","author_link":["578282","578283"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"深層学習を用いたユーザの生体情報認識に基づくリアルタイム集中度検出手法の検討"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2022-02-17","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"筑波大"},{"subitem_text_value":"筑波大"}]},"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/220968/files/IPSJ-Z84-6S-07.pdf","label":"IPSJ-Z84-6S-07.pdf"},"date":[{"dateType":"Available","dateValue":"2022-10-22"}],"format":"application/pdf","filename":"IPSJ-Z84-6S-07.pdf","filesize":[{"value":"920.8 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"309ce6ec-3d36-4eda-a173-043dd70cf960","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Bochao, Shao"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"金, 尚泰"}],"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_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"遠隔教育やテレワークが増加している現在の環境では、教育や仕事の質の向上を評価するために、リアルタイムでのユーザの集中度が重要な評価要素の一つとなっている。先行研究が提案したセンシング手法の多くは、接触型センサーに基づいていたり、結果を得るまでに長時間を要したりするため、実用シーンでの一般化は難しくなる。本研究では、普及しているカメラに画像認識技術とニューラルネットワークを組み合わせることで、非接触でユーザの顔や姿勢などの生体情報をもとに、ユーザの集中度をリアルタイムに検出することを試みる。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"452","bibliographic_titles":[{"bibliographic_title":"第84回全国大会講演論文集"}],"bibliographicPageStart":"451","bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:20:59.247246+00:00","updated":"2025-01-19T14:21:07.691928+00:00","id":220968}