{"id":231300,"updated":"2025-01-19T10:49:06.146242+00:00","links":{},"created":"2025-01-19T01:31:31.226665+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00231300","sets":["1164:5159:11151:11431"]},"path":["11431"],"owner":"44499","recid":"231300","title":["小説の構造化を目的とした文章中の単語分類"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-11-25"},"_buckets":{"deposit":"ba45b344-3d50-477a-b4e7-56c397638f3e"},"_deposit":{"id":"231300","pid":{"type":"depid","value":"231300","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"小説の構造化を目的とした文章中の単語分類","author_link":["624208","624207"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"小説の構造化を目的とした文章中の単語分類"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"教育・文学","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2023-11-25","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"琉球大学大学院理工学研究科"},{"subitem_text_value":"琉球大学工学部知能情報コース"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Engineering and Science, University of the Ryukyus","subitem_text_language":"en"},{"subitem_text_value":"Computer Science and Intelligent Systems Program, School of Engineering, Faculty of Engineering, University of the Ryukyus","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/231300/files/IPSJ-SLP23149008.pdf","label":"IPSJ-SLP23149008.pdf"},"date":[{"dateType":"Available","dateValue":"2025-11-25"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SLP23149008.pdf","filesize":[{"value":"189.4 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":"22"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"c7189477-5bee-4035-894f-f704004c3118","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"上間, 翔"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"當間, 愛晃"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10442647","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":"2188-8663","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"小説のような文体を検索する場合であれば，ジャンル検索などがあげられる．しかし，小説を検索する際に要求される情報として，ジャンルの他に，キャラクターに関する情報などについて求められる場合がある．そのような情報をジャンルやキーワードによる検索するには限界がある．そのような要求に対応するためには，小説内の情報を構造化し，検索システムに組み込む必要がある．本研究では，小説内の情報を構造化するため，BERT を用いて文章をベクトル化して特徴量とし，ニューラルネットと SVM での分類結果を比較した．結果として，ラベルごとの重みを設定することでデータの偏りに対応できるニューラルネットが，SVM よりも高い精度で分類を行うことができた．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","bibliographic_titles":[{"bibliographic_title":"研究報告音声言語情報処理（SLP）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2023-11-25","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"8","bibliographicVolumeNumber":"2023-SLP-149"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}