{"links":{},"id":234206,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00234206","sets":["1164:4961:11547:11639"]},"path":["11639"],"owner":"44499","recid":"234206","title":["文埋め込みに基づく朝日歌壇短歌の分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-05-11"},"_buckets":{"deposit":"1f986ee7-e72c-437a-99d6-10592748317f"},"_deposit":{"id":"234206","pid":{"type":"depid","value":"234206","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"文埋め込みに基づく朝日歌壇短歌の分析","author_link":["637744","637745","637749","637740","637739","637741","637743","637738","637746","637747","637748","637742"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"文埋め込みに基づく朝日歌壇短歌の分析"},{"subitem_title":"Analysis of Asahi Kadan Tanka based on Text Embeddings","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2024-05-11","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"みずほ第一フィナンシャルテクノロジー"},{"subitem_text_value":"統計数理研究所"},{"subitem_text_value":"朝日新聞社メディア事業本部メディア研究開発センター"},{"subitem_text_value":"朝日新聞社メディア事業本部メディア研究開発センター"},{"subitem_text_value":"朝日新聞社メディア事業本部メディア研究開発センター"},{"subitem_text_value":"朝日新聞社メディア事業本部メディア研究開発センター"}]},"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/234206/files/IPSJ-CH24135013.pdf","label":"IPSJ-CH24135013.pdf"},"date":[{"dateType":"Available","dateValue":"2026-05-11"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CH24135013.pdf","filesize":[{"value":"3.3 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"24"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"63b253ba-8905-4793-bd08-57d2807afb34","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"加藤, 真大"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"持橋, 大地"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"浦川, 通"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田口, 雄哉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"新妻, 巧朗"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田森, 秀明"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Masahiro, Kato","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Daichi, Mochihashi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Toru, Urakawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yuya, Taguchi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takuro, Niitsuma","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hideaki, Tamori","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN1010060X","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":"2188-8957","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本稿では,朝日新聞の歌壇に掲載された短歌について,文埋め込みを用いる分析を行い,掲載される短歌の特徴を調査する.近年,テキストデータを数値的に扱うために,テキストを適切なベクトルに変換する文埋め込みの手法が注目を集めている.本研究の目的は,短歌を文埋め込みを用いてベクトルに変換することで,短歌の特徴や選者が選ぶ短歌の違いなどへの理解を深めることにある.また,その目的を達成するために,独立主成分分析と Fisher の線形判別分析を用いる.分析の結果として,選者ごとに掲載される短歌には扱っているトピックや文体に異なる特徴があることを発見する.","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"This study uses sentence embedding techniques to analyze Tanka poems from the Asahi Shimbun poetry column, aiming to understand their characteristics and publication criteria. After converting Tanka into vectors, we apply Independent Component Analysis and Fisher's Linear Discriminant Analysis. Through the analysis, we find that the Tanka chosen by different selectors vary significantly in topics and styles.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告人文科学とコンピュータ(CH)"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2024-05-11","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"13","bibliographicVolumeNumber":"2024-CH-135"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:35:54.598498+00:00","updated":"2025-01-19T09:52:06.835565+00:00"}