{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00214747","sets":["6504:10735:10805"]},"path":["10805"],"owner":"44499","recid":"214747","title":["グラフモデルを用いたOSSバグの影響分析方法の提案と評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"3507875c-e194-4309-936f-688b921096b5"},"_deposit":{"id":"214747","pid":{"type":"depid","value":"214747","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"グラフモデルを用いたOSSバグの影響分析方法の提案と評価","author_link":["552091","552089","552090","552092"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"グラフモデルを用いたOSSバグの影響分析方法の提案と評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ソフトウェア科学・工学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2021-03-04","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":"南山大"},{"subitem_text_value":"南山大"},{"subitem_text_value":"南山大"},{"subitem_text_value":"南山大"}]},"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/214747/files/IPSJ-Z83-4K-02.pdf","label":"IPSJ-Z83-4K-02.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-28"}],"format":"application/pdf","filename":"IPSJ-Z83-4K-02.pdf","filesize":[{"value":"996.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"9d6f1202-926f-4551-8929-d220ac0756bb","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"広岡, 伸之甫"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"今堀, 由唯"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉田, 隆佑"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"青山, 幹雄"}],"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":"OSS(Open Source Software)開発は多くの人が参画可能であり，OSS参画者の多くがバグの報告や修正を行っている．本稿ではOSSバグの報告とファイルの関係を分析し，OSS開発におけるバグの影響分析方法を提案する．OSSのファイルとバグの関係をプロパティグラフモデルで定義し，グラフモデルをグラフデータベースNeo4jとそのクエリ言語Cypherを用いて構造化と可視化を行う．OSSバグと修正されたファイルをグラフ上で分析し，OSS開発におけるバグの影響とその修正を分析する方法を提案する．提案方法をGitHub上の機械学習フレームワークであるChainerとKerasに適用し，その有効性と妥当性を示す．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"280","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"279","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":214747,"updated":"2025-01-19T16:29:14.803375+00:00","links":{},"created":"2025-01-19T01:15:32.832608+00:00"}