{"id":183222,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00183222","sets":["6164:6165:6522:9235"]},"path":["9235"],"owner":"11","recid":"183222","title":["GitHubとStack Overflowの開発者の活動記録を併用したリポジトリ推薦"],"pubdate":{"attribute_name":"公開日","attribute_value":"2017-08-23"},"_buckets":{"deposit":"1486e0e1-acd9-4f2a-b6f4-29ba5341bc11"},"_deposit":{"id":"183222","pid":{"type":"depid","value":"183222","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"GitHubとStack Overflowの開発者の活動記録を併用したリポジトリ推薦","author_link":["401435","401436","401437","401438"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"GitHubとStack Overflowの開発者の活動記録を併用したリポジトリ推薦"}]},"item_type_id":"18","publish_date":"2017-08-23","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":"筑波大学"},{"subitem_text_value":"筑波大学"},{"subitem_text_value":"筑波大学"},{"subitem_text_value":"筑波大学"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"University of Tsukuba","subitem_text_language":"en"},{"subitem_text_value":"University of Tsukuba","subitem_text_language":"en"},{"subitem_text_value":"University of Tsukuba","subitem_text_language":"en"},{"subitem_text_value":"University of Tsukuba","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/183222/files/IPSJ-SES2017020.pdf","label":"IPSJ-SES2017020.pdf"},"date":[{"dateType":"Available","dateValue":"2019-08-23"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SES2017020.pdf","filesize":[{"value":"630.1 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":"ec588993-91ea-47c2-8b44-62010e37aab1","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2017 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"永野, 真知"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"早瀬, 康裕"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"駒水, 孝裕"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"北川, 博之"}],"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":"ソフトウェア開発プロジェクトを共有するサービスである GitHub は，プロジェクトに関するソースコードの変更履歴や，変更に関する議論をリポジトリに蓄積している．開発者は，GitHub から関心のあるリポジトリを探して開発に携わったり，開発に関する知見を得るためにリポジトリを閲覧する．そのため，もし開発者に対して関心に合うリポジトリを推薦できれば，リポジトリを発見する手間を省くだけでなく，新たな知識を得る機会を増やすことができると考えられる．しかし，平均的な開発者が GitHub 上でリポジトリは少ないため，推薦に利用できる情報が少ないという課題がある．そこで本研究では，ソフトウェアやプログラミングに関する Q & A サービスである Stack Overflow の質問と回答の履歴を，GitHub での活動記録と組み合わせることで，リポジトリ推薦の精度を向上させる手法を提案する．提案手法を，GitHub のデータのみを用いて推薦する場合と比較した結果，多くの場合において提案手法がより高い精度で推薦を行えることが確認できた．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"145","bibliographic_titles":[{"bibliographic_title":"ソフトウェアエンジニアリングシンポジウム2017論文集"}],"bibliographicPageStart":"138","bibliographicIssueDates":{"bibliographicIssueDate":"2017-08-23","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2017"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"updated":"2025-01-20T03:45:22.948118+00:00","created":"2025-01-19T00:50:45.975314+00:00","links":{}}