{"id":235694,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00235694","sets":["6504:11678:11697"]},"path":["11697"],"owner":"44499","recid":"235694","title":["生成AIを用いた自動型付けの性能評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"a185386f-6041-423f-9c40-e22ca9aa8b77"},"_deposit":{"id":"235694","pid":{"type":"depid","value":"235694","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"生成AIを用いた自動型付けの性能評価","author_link":["644093","644094"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"生成AIを用いた自動型付けの性能評価"}]},"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":"2024-03-01","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":"福岡工大"},{"subitem_text_value":"福岡工大"}]},"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/235694/files/IPSJ-Z86-2K-04.pdf","label":"IPSJ-Z86-2K-04.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-2K-04.pdf","filesize":[{"value":"172.6 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"ee6aed0f-99b9-4482-aec4-b79641214254","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"嵩原, ひびき"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"戸田, 航史"}],"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":"近年，生成AIがソフトウェア開発の現場においても広く利用されつつある．Webシステムの開発ではセキュリティ向上を目的として，JavaScriptで書かれたコードをTypeScriptのコードへの変換が行われるが，その変換処理の1つとして型付けが挙げられる．本研究では，その型付けを生成AIを用いて自動化した場合の性能評価を行う．実験では初級中級上級に相当するJavaScriptのコードを用意し，評価尺度として型をチェックするテストケースの通過割合を用いた．生成AIとしてはChatGPT3.5およびChatGPT4を採用した．実験の結果，初級ではChatGPT3.5では半分程度，ChatGPT4では9割程度，中級では2割程度と6割程度，上級ではテスト自体に失敗した．今回の結果から，生成AIによる自動型付けの可能性が示唆されたと考えられる","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"170","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"169","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T09:33:27.446740+00:00","created":"2025-01-19T01:37:19.036181+00:00","links":{}}