{"created":"2025-01-19T01:42:48.652559+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00239266","sets":["6164:6165:6522:11751"]},"path":["11751"],"owner":"44499","recid":"239266","title":["プログラミングコンテストのデータを用いたバグ修正過程データセットの作成"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-09-10"},"_buckets":{"deposit":"2ee7d1d2-a4b8-4f13-94ab-fbc104e28374"},"_deposit":{"id":"239266","pid":{"type":"depid","value":"239266","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"プログラミングコンテストのデータを用いたバグ修正過程データセットの作成","author_link":["655602","655600","655601"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"プログラミングコンテストのデータを用いたバグ修正過程データセットの作成"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"データ・機械学習","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2024-09-10","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":"大阪大学大学院情報科学研究科"},{"subitem_text_value":"大阪大学大学院情報科学研究科"},{"subitem_text_value":"大阪大学大学院情報科学研究科"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Information Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Science and Technology ","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/239266/files/IPSJ-SES2024038.pdf","label":"IPSJ-SES2024038.pdf"},"date":[{"dateType":"Available","dateValue":"2026-09-10"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SES2024038.pdf","filesize":[{"value":"254.7 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":"f2ff7658-7eed-49cb-86e1-dee496e936fb","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":"高田, 智生"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松下, 誠"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"肥後, 芳樹"}],"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":"変数の誤用や演算子の誤りなど,静的解析のみでは検出が困難な意味的バグに対し,機械学習を用いたバグ検出・修正を行う手法が提案されている.このような手法が十分な性能を発揮するためには,十分な規模の学習データが必要である.本研究では,プログラミングコンテストに着目して,バグ検出・修正モデルの学習に必要なデータセットの拡張を試みた.具体的には,CodeNet のデータからバグ修正過程を取り出し学習時のデータとして利用できるようにした.得られたデータと通常のソフトウェア開発から得られたデータをバグ検出・修正モデルの学習に利用する際,両者がどのように異なるのか考察を行った.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"255","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":"248","bibliographicIssueDates":{"bibliographicIssueDate":"2024-09-10","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":239266,"updated":"2025-01-19T08:20:31.168693+00:00","links":{}}