{"id":106408,"updated":"2025-01-21T09:34:06.456976+00:00","links":{},"created":"2025-01-18T23:49:48.951545+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00106408","sets":["6164:6165:6561:7701"]},"path":["7701"],"owner":"11","recid":"106408","title":["主成分分析によるSimulinkモデルの品質評価の試み"],"pubdate":{"attribute_name":"公開日","attribute_value":"2014-10-15"},"_buckets":{"deposit":"81d4bc91-ca3b-4d6a-9657-f7f4ef117e7c"},"_deposit":{"id":"106408","pid":{"type":"depid","value":"106408","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"主成分分析によるSimulinkモデルの品質評価の試み","author_link":["11004","11006","11011","11012","11003","11007","11010","11009","11008","11005"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"主成分分析によるSimulinkモデルの品質評価の試み"},{"subitem_title":"Quality Evalution of Simulink Model Using Principal Component Analysis","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"性能モデリング","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2014-10-15","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":"茨城大学"},{"subitem_text_value":"茨城大学"},{"subitem_text_value":"茨城大学"},{"subitem_text_value":"アイシン・コムクルーズ(株)"},{"subitem_text_value":"アイシン・エィ・ダブリュ(株)"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Ibaraki University","subitem_text_language":"en"},{"subitem_text_value":"Ibaraki University","subitem_text_language":"en"},{"subitem_text_value":"Ibaraki University","subitem_text_language":"en"},{"subitem_text_value":"Aisin ComCruise Co., Ltd.","subitem_text_language":"en"},{"subitem_text_value":"Aisin AW Co., 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/106408/files/IPSJ-ESS2014010.pdf"},"date":[{"dateType":"Available","dateValue":"2016-10-15"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-ESS2014010.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":"330","billingrole":"42"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"9bf85276-f763-440f-baa3-24e484c1245f","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2014 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"峯岸, 賢吾"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"黒沢, 祐樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"上田, 賀一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"深津, 隆志"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"久保, 孝行"}],"nameIdentifiers":[{}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kengo, Minegishi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yuki, Kurosawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshikazu, Ueda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takashi, Fukatsu","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takayuki, Kubo","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":"近年，組込みシステム開発において Simulink を用いたモデルベース開発が注目されている．それに伴い，Simulink モデルの品質評価が望まれている．設計工程の品質評価は，工程の手戻り低減やシステム品質向上が見込まれる．本研究では，Simulink モデル品質を効果的に評価しうるメトリクスの導出と，モデル評価手法を提案する．具体的には，メトリクスを設計とレイアウトの観点から分類し，主成分分析により主成分得点を導出する．手法の信頼性は技術者のモデル評価結果との比較分析から評価する．適用実験の結果，モデルから求めた主成分得点と評価得点の間に相関関係があることを確認することができた．","subitem_description_type":"Other"}]},"item_18_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In recent years, model-based development using Simulink in embedded system development has been attracting attention. Accordingly, quality evaluation of Simulink model is desired. Quality evaluation of the design process is expected to improve system quality and to reduce rework process. In this study, we classify metrics that can effectively evaluate the quality of Simulink model, and we propose a model evaluation method. Specifically, the metrics are classified in terms of layout and design, to derive the principal component score by principal component analysis. We evaluate reliability of the method by comparing to the results of the model evaluation of engineers . On experiments, we have confirmed the correlation between the evaluation score of engineers and the principal component scores obtained from the model.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"54","bibliographic_titles":[{"bibliographic_title":"組込みシステムシンポジウム2014論文集"}],"bibliographicPageStart":"46","bibliographicIssueDates":{"bibliographicIssueDate":"2014-10-15","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2014"}]},"relation_version_is_last":true,"weko_creator_id":"11"}}