{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00231623","sets":["1164:3027:11450:11451"]},"path":["11451"],"owner":"44499","recid":"231623","title":["Portable Smart Gym：センシングデバイスを用いた持ち運び可能な筋力トレーニング種目推定"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-01-08"},"_buckets":{"deposit":"4621ac56-a7a9-4780-ba13-e529d0ab3e0d"},"_deposit":{"id":"231623","pid":{"type":"depid","value":"231623","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Portable Smart Gym：センシングデバイスを用いた持ち運び可能な筋力トレーニング種目推定","author_link":["625576","625577"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Portable Smart Gym：センシングデバイスを用いた持ち運び可能な筋力トレーニング種目推定"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"スポーツ・動作","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2024-01-08","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"芝浦工業大学"},{"subitem_text_value":"芝浦工業大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Shibaura Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Shibaura Institute of Technology","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/231623/files/IPSJ-HCI24206022.pdf","label":"IPSJ-HCI24206022.pdf"},"date":[{"dateType":"Available","dateValue":"2026-01-08"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-HCI24206022.pdf","filesize":[{"value":"9.9 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"33"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"a6baa829-cae3-40f9-ac9f-6214d3a0d678","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"本田, 悠貴"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"井尻, 敬"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA1221543X","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_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8760","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"トレーニング中のユーザの動きをセンサにより計測し，実施種目の自動記録や適切なガイド提示を行うスマートジムが研究されている．既存のスマートジムではウェアラブルセンサが多く利用されるが，ウェアラブルセンサには，センサが運動の妨げになる・センサの位置によっては動作の解析が難しいという問題がある．そこで本研究では，運動を妨げにくいスマートジムの実現を目的とし，トレーニング器具に取り付けて利用する Portable Smart Gym を提案する．提案手法は，慣性センサと気圧センサにより構成されるデバイスを，ダンベル・バーベル・ウェイトマシン等に取り付けて得られる情報から，トレーニング種目と回数を自動で推定し記録する．また，提案デバイスは器具間で付け替え可能であり，小型デバイス一つで多様な種目のトレーニング動作を計測できる．提案手法の精度評価のため，10 名の実験協力者が 9 種の筋力トレーニングを実施したデータを収集し，Leave-One-Out 交差検証を行った．提案手法の平均正解率は 90.75%，F1 スコアは 89.30% であり，高い識別精度が確認された．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告ヒューマンコンピュータインタラクション（HCI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-01-08","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"22","bibliographicVolumeNumber":"2024-HCI-206"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":231623,"updated":"2025-01-19T10:41:11.367706+00:00","links":{},"created":"2025-01-19T01:32:02.080005+00:00"}