{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00239278","sets":["6164:6165:6522:11751"]},"path":["11751"],"owner":"44499","recid":"239278","title":["An MLOps Workflow for Automotive System Development"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-09-10"},"_buckets":{"deposit":"754da04a-392c-4fdc-9b7d-08c073df1b4e"},"_deposit":{"id":"239278","pid":{"type":"depid","value":"239278","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"An MLOps Workflow for Automotive System Development","author_link":["655700","655694","655697","655695","655703","655696","655702","655704","655698","655701","655693","655699"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"An MLOps Workflow for Automotive System Development"},{"subitem_title":"An MLOps Workflow for Automotive System Development","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ポスター論文","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2024-09-10","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Hitachi Ltd."},{"subitem_text_value":"Hitachi Ltd."},{"subitem_text_value":"Hitachi Astemo Ltd."},{"subitem_text_value":"Hitachi Astemo Ltd."},{"subitem_text_value":"Hitachi Astemo Ltd."},{"subitem_text_value":"Hitachi Ltd."}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Hitachi Ltd.","subitem_text_language":"en"},{"subitem_text_value":"Hitachi Ltd.","subitem_text_language":"en"},{"subitem_text_value":"Hitachi Astemo Ltd.","subitem_text_language":"en"},{"subitem_text_value":"Hitachi Astemo Ltd.","subitem_text_language":"en"},{"subitem_text_value":"Hitachi Astemo Ltd.","subitem_text_language":"en"},{"subitem_text_value":"Hitachi Ltd. ","subitem_text_language":"en"}]},"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/239278/files/IPSJ-SES2024050.pdf","label":"IPSJ-SES2024050.pdf"},"date":[{"dateType":"Available","dateValue":"2026-09-10"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SES2024050.pdf","filesize":[{"value":"479.9 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":"12"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"35620354-ddb8-4ee8-9a7e-e8c3b265439e","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Siqiao, Li"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Makoto, Ichii"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masahiro, Matsubara"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kei, Kawahara"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroki, Maehama"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yasufumi, Suzuki"}],"nameIdentifiers":[{}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Siqiao, Li","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Makoto, Ichii","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masahiro, Matsubara","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kei, Kawahara","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroki, Maehama","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yasufumi, Suzuki","creatorNameLang":"en"}],"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":"Automotive software engineering is increasingly being combined with machine learning (ML) technologies, which makes the development of high-quality automotive software more challenging. Automotive SPICE is an assessment model, and the latest version 4.0 emphasizes the specific requirements of ML engineering associated with automotive software, aiming to ensure the high-quality of development process. The development of the ML model for the automotive also tends to use experimental methods, so efficiency is also a topic that needs attention. This paper discusses the applicability of Machine Learning Operations (MLOps) in Automotive SPICE 4.0 and designs it for automotive and related ML development.","subitem_description_type":"Other"}]},"item_18_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Automotive software engineering is increasingly being combined with machine learning (ML) technologies, which makes the development of high-quality automotive software more challenging. Automotive SPICE is an assessment model, and the latest version 4.0 emphasizes the specific requirements of ML engineering associated with automotive software, aiming to ensure the high-quality of development process. The development of the ML model for the automotive also tends to use experimental methods, so efficiency is also a topic that needs attention. This paper discusses the applicability of Machine Learning Operations (MLOps) in Automotive SPICE 4.0 and designs it for automotive and related ML development.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"314","bibliographic_titles":[{"bibliographic_title":"ソフトウェアエンジニアリングシンポジウム2024論文集"}],"bibliographicPageStart":"313","bibliographicIssueDates":{"bibliographicIssueDate":"2024-09-10","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":239278,"updated":"2025-01-19T08:20:16.306809+00:00","links":{},"created":"2025-01-19T01:42:49.820142+00:00"}