{"id":212997,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00212997","sets":["6164:6165:6640:10712"]},"path":["10712"],"owner":"44499","recid":"212997","title":["オートエンコーダを用いたセンサノードの異常検出手法の検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-06-23"},"_buckets":{"deposit":"8d7d4f2b-ca83-43fc-b89b-e0cd402ca833"},"_deposit":{"id":"212997","pid":{"type":"depid","value":"212997","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"オートエンコーダを用いたセンサノードの異常検出手法の検討","author_link":["544245","544247","544246","544248"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"オートエンコーダを用いたセンサノードの異常検出手法の検討"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ユビキタスコンピューティングシステム","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2021-06-23","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":"大阪工業大学"},{"subitem_text_value":"NTTコミュニケーション科学基礎研究所"},{"subitem_text_value":"NTTコミュニケーション科学基礎研究所"},{"subitem_text_value":"NTTコミュニケーション科学基礎研究所"}]},"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/212997/files/IPSJ-DICOMO2021099.pdf","label":"IPSJ-DICOMO2021099.pdf"},"date":[{"dateType":"Available","dateValue":"2023-06-23"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DICOMO2021099.pdf","filesize":[{"value":"1.8 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":"44"}],"accessrole":"open_date","version_id":"5ffefd10-95ba-414e-9061-ad7dd4f8216d","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"須山, 敬之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"水谷, 伸"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岸野, 泰恵"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"白井, 良成"}],"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":"本稿ではセンサネットワークに配置されたセンサノードの異常状態を検出する手法について検討した結果を報告する．我々は限られたリソースしか持たないセンサノード上でセンサデータの分析を行い，その結果のみをセンタに送信することにより，センサネットワーク全体のリソースを最適化する方式について研究している．データを解析した結果のみを送信する場合，センサノードに異常などが発生し，センタではセンサノードの異常を認識できず誤った結果が蓄積される可能性がある．ここではそのような状況を回避するため，センサノード内で発生している異常をオートエンコーダを用いて検知する手法について検討を行った．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"727","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2021論文集"}],"bibliographicPageStart":"722","bibliographicIssueDates":{"bibliographicIssueDate":"2021-06-23","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T17:18:30.622899+00:00","created":"2025-01-19T01:13:54.944870+00:00","links":{}}