{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00238221","sets":["934:935:11486:11700"]},"path":["11700"],"owner":"44499","recid":"238221","title":["抽象構文木とGCNによるソフトウェアの不具合予測手法の検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-08-19"},"_buckets":{"deposit":"b7b20c94-8ebb-49b6-a299-c2ee3d618a00"},"_deposit":{"id":"238221","pid":{"type":"depid","value":"238221","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"抽象構文木とGCNによるソフトウェアの不具合予測手法の検討","author_link":["652183","652182","652180","652181"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"抽象構文木とGCNによるソフトウェアの不具合予測手法の検討"},{"subitem_title":"A Study of Software Defect Prediction Methods Using Abstract Syntax Trees and GCN","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[発表概要, Unrefereed Presentatin Abstract] ","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2024-08-19","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"茨城大学大学院理工学研究科"},{"subitem_text_value":"茨城大学大学院理工学研究科"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Science and Engineering, Ibaraki University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Science and Engineering, Ibaraki University","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/238221/files/IPSJ-TPRO1704009.pdf","label":"IPSJ-TPRO1704009.pdf"},"date":[{"dateType":"Available","dateValue":"2026-08-19"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TPRO1704009.pdf","filesize":[{"value":"85.9 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"15"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"0e079554-e84a-4406-a9eb-1b508e315030","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"粕谷, 鉄朗"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"上田, 賀一"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Tetsuro, Kasuya","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshikazu, Ueda","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_3_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11464814","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-7802","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Visual BasicおよびC#で記述されたソフトウェアに対しソースコードの抽象構文木をグラフ表現としてグラフ畳み込みニューラルネットワークを用いて不具合予測精度の検討を行い，加えてそれぞれの言語間での転移学習およびファインチューニングの予測精度の検討を行った．","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"We examined the accuracy of defect prediction for software written in Visual Basic and C# using a graph convolutional neural network with a graph representation of the abstract syntax tree of the source code, and also examined the prediction accuracy of transfer learning and fine tuning between each language.","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"26","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌プログラミング（PRO）"}],"bibliographicPageStart":"26","bibliographicIssueDates":{"bibliographicIssueDate":"2024-08-19","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"17"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":238221,"updated":"2025-01-19T08:39:28.188836+00:00","links":{},"created":"2025-01-19T01:41:19.204046+00:00"}