{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230432","sets":["6504:11436:11441"]},"path":["11441"],"owner":"44499","recid":"230432","title":["LSTMによる慣性センサを用いたサッカー選手の転倒検知に関する研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"873d9a7b-7eb3-4fa0-bd7d-31155016c0e0"},"_deposit":{"id":"230432","pid":{"type":"depid","value":"230432","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"LSTMによる慣性センサを用いたサッカー選手の転倒検知に関する研究","author_link":["620815","620817","620810","620816","620814","620813","620812","620811"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"LSTMによる慣性センサを用いたサッカー選手の転倒検知に関する研究"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ネットワーク","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","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":"関西大"},{"subitem_text_value":"関西大"},{"subitem_text_value":"関西大"},{"subitem_text_value":"阪産大"},{"subitem_text_value":"小松大"},{"subitem_text_value":"阪経大"},{"subitem_text_value":"関西大"},{"subitem_text_value":"関西大"}]},"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/230432/files/IPSJ-Z85-5ZB-06.pdf","label":"IPSJ-Z85-5ZB-06.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-5ZB-06.pdf","filesize":[{"value":"350.0 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"b51ff8f1-791d-44b0-bb62-ff5d72746ec5","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"山崎, 雄人"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鳴尾, 丈司"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山本, 雄平"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"姜, 文渊"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"坂本, 一磨"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中村, 健二"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田中, 成典"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岡嵜, 雄也"}],"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":"近年，スポーツにおけるICTの利活用が推進されている．具体的には，センサ機器を用いた選手の位置情報やStats情報の取得・分析が行われている．その中で，選手個々人の体幹の強さの指標化ができれば，相手との接触プレーが多いスポーツにおいて戦術分析の幇助が可能となる．これを実践するために，転倒を検知することが考えられる．しかし，転倒の検知は，指導者や選手個々人の定性的な評価にとどまっている．そこで，本研究では，慣性センサを用いて，転倒時の加速度と角速度，Pitch角の情報を時系列データに有効なLSTMに適用して，サッカーにおける転倒検知を試みる．これにより，転倒の回数が多い選手やプレーの分析を目指す．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"332","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"331","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:30:11.699434+00:00","updated":"2025-01-19T11:08:59.578275+00:00","id":230432}