{"id":208951,"updated":"2025-01-19T18:40:13.518877+00:00","links":{},"created":"2025-01-19T01:10:17.737411+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00208951","sets":["1164:1165:10301:10460"]},"path":["10460"],"owner":"44499","recid":"208951","title":["構文木情報と辞書情報を特徴量に用いたBi-LSTM-CRFによる医学論文からの未知用語の発見"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-12-14"},"_buckets":{"deposit":"2ab21294-d663-4f17-a214-cb13c3a19575"},"_deposit":{"id":"208951","pid":{"type":"depid","value":"208951","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"構文木情報と辞書情報を特徴量に用いたBi-LSTM-CRFによる医学論文からの未知用語の発見","author_link":["525456","525450","525453","525458","525452","525457","525460","525459","525451","525454","525455"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"構文木情報と辞書情報を特徴量に用いたBi-LSTM-CRFによる医学論文からの未知用語の発見"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"テキスト処理","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2020-12-14","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"兵庫県立大学 大学院 工学研究科"},{"subitem_text_value":"兵庫県立大学 社会情報科学部"},{"subitem_text_value":"京都大学 大学院 薬学研究科"},{"subitem_text_value":"兵庫県立大学大学院工学研究科"},{"subitem_text_value":"兵庫県立大学大学院工学研究科"},{"subitem_text_value":"兵庫県立大学大学院工学研究科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"School of Social Information Science, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Pharmaceutical Science, Kyoto University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Engineering, University of Hyogo","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/208951/files/IPSJ-DBS20172004.pdf","label":"IPSJ-DBS20172004.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DBS20172004.pdf","filesize":[{"value":"1.7 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"13"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"9b4c3e12-c471-48a3-85ac-c10affe6bdd9","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 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":"吉田, 恭輔"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"湯本, 高行"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"金子, 周司"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"礒川, 悌次郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松井, 伸之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"上浦, 尚武"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Kyosuke, Yoshida  Takayuki Yumoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Shuji, Kaneko","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Teijiro, Isokawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Nobuyuki, Matsui","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Naotake, Kamiura","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10112482","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":"2188-871X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，医療や生命科学分野の急速な進歩により，大量の論文が出版されており，それに伴い新たな病名などが専門用語として新たに出現している．専門用語は分野の概念を端的に表しており，その自動抽出は新たな概念を理解する上で重要な役割を持つ．そこで本研究では，LSTM を拡張したモデルである Bi-LSTM-CRF に，構文情報と辞専門用語書の情報を特徴量として入力することで，専門用語の特徴を学習し，医学論文から未知用語を抽出する手法を提案する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告データベースシステム（DBS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2020-12-14","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"2020-DBS-172"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}