{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00194945","sets":["1164:6389:9696:9719"]},"path":["9719"],"owner":"44499","recid":"194945","title":["Encoder-Decoderモデルを用いたセキュリティレポートに出現する用語の説明文の生成"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-02-28"},"_buckets":{"deposit":"3bdd5bd5-da6b-4a94-a17f-e8c009a0405d"},"_deposit":{"id":"194945","pid":{"type":"depid","value":"194945","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Encoder-Decoderモデルを用いたセキュリティレポートに出現する用語の説明文の生成","author_link":["462871","462874","462873","462877","462878","462879","462875","462872","462876"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Encoder-Decoderモデルを用いたセキュリティレポートに出現する用語の説明文の生成"}]},"item_type_id":"4","publish_date":"2019-02-28","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"神戸大学大学院工学研究科"},{"subitem_text_value":"神戸大学大学院工学研究科"},{"subitem_text_value":"神戸大学工学部電気電子工学"},{"subitem_text_value":"国立研究開発法人情報通信研究機構"},{"subitem_text_value":"神戸大学大学院工学研究科"},{"subitem_text_value":"神戸大学大学院工学研究科"},{"subitem_text_value":"岐阜大学工学部電気電子・情報工学科"},{"subitem_text_value":"神戸大学大学院工学研究科"},{"subitem_text_value":"神戸大学大学院工学研究科"}]},"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/194945/files/IPSJ-SPT19032019.pdf","label":"IPSJ-SPT19032019.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SPT19032019.pdf","filesize":[{"value":"372.5 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"46"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"1172474e-26fd-41f8-9e96-c1464c96e824","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":"乾, 智裕"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"永井, 達也"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中川, 舜太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"古本, 啓祐"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"瀧田, 愼"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"白石, 善明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"毛利, 公美"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高野, 泰洋"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"森井, 昌克"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12628305","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":"2188-8671","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"攻撃を未然に防ぐ対策や被害に備えた対応計画を整える準備のための脅威情報の収集元としてセキュリティベンダが発行するセキュリティレポートがある．知らない用語がレポートに現れると内容の理解の妨げとなる．本研究ではセキュリティレポートから生成した抽出型要約文と，そこからさらに抽出した用語を用いてニューラルネットワークの一種である Pointer-Generator Network の学習済みモデルを転移学習し，キーワードからその説明文を出力する手法を提案する．少量のデータで転移学習をすることで有効に学習ができていることを確認した．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","bibliographic_titles":[{"bibliographic_title":"研究報告セキュリティ心理学とトラスト（SPT）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2019-02-28","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"19","bibliographicVolumeNumber":"2019-SPT-32"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":194945,"updated":"2025-01-19T23:16:38.236201+00:00","links":{},"created":"2025-01-19T00:59:58.029674+00:00"}