{"links":{},"id":241530,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00241530","sets":["6164:6165:6630:11866"]},"path":["11866"],"owner":"44499","recid":"241530","title":["物語の登場人物における発話意図と感情のデータセット構築及び関係性の抽出"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-11-30"},"_buckets":{"deposit":"7ed16f6f-face-4680-ad3f-06eab1d51eed"},"_deposit":{"id":"241530","pid":{"type":"depid","value":"241530","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"物語の登場人物における発話意図と感情のデータセット構築及び関係性の抽出","author_link":["665164","665161","665162","665163"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"物語の登場人物における発話意図と感情のデータセット構築及び関係性の抽出"},{"subitem_title":"Dataset construction and relationship extraction between speech intention and emotion in story characters","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"感情,発話意図,物語分析","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2024-11-30","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"公立はこだて未来大学　システム情報科学部"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"School of Systems Information Science, Future University Hakodate","subitem_text_language":"en"}]},"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/241530/files/IPSJ-CH2024029.pdf","label":"IPSJ-CH2024029.pdf"},"date":[{"dateType":"Available","dateValue":"2025-12-07"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CH2024029.pdf","filesize":[{"value":"702.2 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":"24"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"af6e377a-de0e-4a3b-b0fb-9d84b29fb12b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"奥山, 凌伍"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"村井, 源"}],"nameIdentifiers":[{}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Ryogo, Okuyama","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hajime Murai","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"将来的な言語情報のみに限らない多様なデータを活用した読者の感情推定の実現に向け，物語の登場人物の発話に焦点を絞り，登場人物の発話における意図と感情のデータセット構築及び関係性の抽出を行った．登場人物における発話意図と感情の関係性について基礎統計及び重回帰分析を行った結果，「陳述」「思考」「意思」「願望」「依頼」「提案」「質問」「了解」「拒否」「将来」「評価」「自責」「他責」「感謝」「感情」「配慮」「冗談」の発話意図はいずれかの発話感情と高い相関であった．加えて「意思」「提案」「感謝」「配慮」の発話意図は特定の発話感情にのみ高い相関であった．しかし，「導入」「応答」の発話意図においては発話感情との低い相関を示した．本研究で得られた登場人物における発話意図と感情の関係性の結果は，読者の感情推定や物語の本質的理解に役立つ可能性があると考えられる．","subitem_description_type":"Other"}]},"item_18_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In order to realize the estimation of readers' emotions by utilizing various data that is not limited to linguistic information in the future, we focused on the speech of the characters in the story and constructed a data set of intentions and emotions in the speech of the characters and extracted the relationship between them. As a result of basic statistics and multiple regression analysis on the relationship between the intention and emotion in the characters' speech, the following speech intentions were found to be highly related to any of the speech emotions: “statement,” “thought,” “intention,” “desire,” “request,” “proposal,” “question,” “understanding,” “refusal,” “future,” “evaluation,” “blame,” “blame,” “gratitude,” “feeling,” “consideration,” and “joke. The results showed that the intention of the utterance In addition, “intention,” “suggestion,” “appreciation,” and “consideration” showed a high relationship only with a specific emotion. However, “introduction” and “response” intentions showed a low relationship with the emotion of the utterance. The results of the relationship between speech intention and emotion in characters obtained in this study may be useful for estimating readers' emotions and understanding the essence of the story.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"208","bibliographic_titles":[{"bibliographic_title":"じんもんこん2024論文集"}],"bibliographicPageStart":"203","bibliographicIssueDates":{"bibliographicIssueDate":"2024-11-30","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:46:11.238601+00:00","updated":"2025-01-19T07:37:58.925682+00:00"}