{"updated":"2025-01-19T22:16:59.703468+00:00","links":{},"id":197616,"created":"2025-01-19T01:02:03.063492+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00197616","sets":["1164:5352:9740:9828"]},"path":["9828"],"owner":"44499","recid":"197616","title":["アテンションモデルとの対比によるソースコード理解時のプログラマの視線行動分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-06-10"},"_buckets":{"deposit":"bd0d150b-23f1-467c-9307-dd4bf0e8b584"},"_deposit":{"id":"197616","pid":{"type":"depid","value":"197616","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"アテンションモデルとの対比によるソースコード理解時のプログラマの視線行動分析","author_link":["474454","474465","474457","474450","474461","474463","474460","474464","474452","474462","474453","474459","474449","474466","474456","474451","474458","474455"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"アテンションモデルとの対比によるソースコード理解時のプログラマの視線行動分析"},{"subitem_title":"Gaze behavior analysis in source code comprehension through comparison with attention models","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2019-06-10","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"京都女子大学現代社会学部現代社会学科"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"京都女子大学現代社会学部現代社会学科"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Devision of Information Science, Graduate School of Information Science, Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Devision of Information Science, Graduate School of Information Science, Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Department of Contemporary  Society, Faculty of Contemporary  Society, Kyoto Women's University","subitem_text_language":"en"},{"subitem_text_value":"Department of Materials Process Engineering, Graduate School of Engineering, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of  Advanced Science and Technology, Kumamoto University","subitem_text_language":"en"},{"subitem_text_value":"Devision of Information Science, Graduate School of Information Science, Nara Institute of Science and Technology","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/197616/files/IPSJ-BIO19058017.pdf","label":"IPSJ-BIO19058017.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO19058017.pdf","filesize":[{"value":"233.4 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"4bc6d32d-29f8-4811-b339-4ee2e14cf0e9","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Institute of Electronics, Information and Communication Engineers This SIG report is only available to those in membership of the SIG."}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"池田, 聖華"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"久保, 孝富"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"幾谷, 吉晴"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"畑, 秀明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Nishanth, Koganti"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊藤, 健史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松本, 健一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"丸野, 由希"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"池田, 和司"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kiyoka, Ikeda","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takatomi, Kubo","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yoshiharu, Ikutani","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hideaki, Hata","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Nishanth, Kogant","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takeshi, Itoh","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kenichi, Matsumoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yuki, Maruno","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kazushi, Ikeda","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12055912","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8590","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ソースコード理解時におけるプログラマの認知過程を明らかにするため，視線行動分析がなされてきたが，ソースコードの各構成内容の重要性を踏まえた報告は乏しい．その原因の一つに重要性の数値化が困難なことが挙げられる．本研究では，code2vec などのモデルに備わっているアテンションを構成内容の重要性として捉え，重要性を数値化することで視線行動分との対比を試みる．本発表では実験を含めた視線行動分析方法のアイデアについて紹介する．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Many gaze behavior analyses have been conducted in order to clarify the programmers’ cognitive pro-cesses. However, there are few studies that consider the importance of each component in source codes for gaze behavior analysis. One of the possible reasons is that it is difficult to quantify such importance. In this study,we regard “attention” in attention models (e.g., code2vec) as the importance of the components, and attempt to compare the quantified importance with gaze behavior of programmers. In this report, we will introduce the idea of our gaze behavior analysis as well as experiments.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"1","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2019-06-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"17","bibliographicVolumeNumber":"2019-BIO-58"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}