{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00212715","sets":["6164:6165:6522:10650"]},"path":["10650"],"owner":"44499","recid":"212715","title":["Sentence embeddingとファインチューニングを通じた重複バグレポート検出"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-08-30"},"_buckets":{"deposit":"3b34c7ae-8af7-4c06-86e9-0d82b09d5163"},"_deposit":{"id":"212715","pid":{"type":"depid","value":"212715","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Sentence embeddingとファインチューニングを通じた重複バグレポート検出","author_link":["543125","543124","543128","543126","543123","543127"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Sentence embeddingとファインチューニングを通じた重複バグレポート検出"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"品質管理・保守","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2021-08-30","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":"早稲田大学"},{"subitem_text_value":"早稲田大学"},{"subitem_text_value":"早稲田大学"},{"subitem_text_value":"日本電信電話(株)"},{"subitem_text_value":"日本電信電話(株)"},{"subitem_text_value":"日本電信電話(株)"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Waseda University","subitem_text_language":"en"},{"subitem_text_value":"Waseda University","subitem_text_language":"en"},{"subitem_text_value":"Waseda University","subitem_text_language":"en"},{"subitem_text_value":"NTT CORPORATION","subitem_text_language":"en"},{"subitem_text_value":"NTT CORPORATION","subitem_text_language":"en"},{"subitem_text_value":"NTT CORPORATION","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/212715/files/IPSJ-SES2021042.pdf","label":"IPSJ-SES2021042.pdf"},"date":[{"dateType":"Available","dateValue":"2023-08-30"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SES2021042.pdf","filesize":[{"value":"335.3 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":"80a8981e-aef3-4002-aca5-7e185d1c0bf3","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"磯谷, 春奈"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"鷲崎, 弘宜"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"深澤, 良彰"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"野元, 励"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"應治, 沙織"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"斎藤, 忍"}],"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":"ソフトウェア保守において，重複バグレポートを探すのに時間と手間を多くかけている場合がある．本論文では，ある特定の方法の保守を効率化するための，重複バグレポート検出システムを提案する．提案システムは，レポートの項目ごとの記載内容を Sentence embedding でベクトル化し，その類似度からレポート全体の類似度を計算し，重複レポートを検出する．Sentence embedding には，レポートの文章でファインチューニングした Sentence BERT を使用する．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"284","bibliographic_titles":[{"bibliographic_title":"ソフトウェアエンジニアリングシンポジウム2021論文集"}],"bibliographicPageStart":"283","bibliographicIssueDates":{"bibliographicIssueDate":"2021-08-30","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":212715,"updated":"2025-01-19T17:24:18.780657+00:00","links":{},"created":"2025-01-19T01:13:38.862845+00:00"}