{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00197617","sets":["1164:5352:9740:9828"]},"path":["9828"],"owner":"44499","recid":"197617","title":["歌詞の感情極性と心拍変動分析に基づいた音楽による情動への影響評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-06-10"},"_buckets":{"deposit":"8caef626-cb20-4683-891b-e2e24c8f9d62"},"_deposit":{"id":"197617","pid":{"type":"depid","value":"197617","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"歌詞の感情極性と心拍変動分析に基づいた音楽による情動への影響評価","author_link":["474467","474469","474473","474477","474476","474474","474470","474478","474475","474468","474471","474472"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"歌詞の感情極性と心拍変動分析に基づいた音楽による情動への影響評価"},{"subitem_title":"Evaluation of Emotional Impact of Music Based on Sentiment Polarity of Lyrics and Heart Rate Variability Analysis","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2019-06-10","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"},{"subitem_text_value":"京都女子大学現代社会学部現代社会学科"},{"subitem_text_value":"名古屋大学大学院工学研究科物質プロセスエ学専攻"},{"subitem_text_value":"熊本大学大学院先端科学研究部"},{"subitem_text_value":"奈良先端科学技術大学院大学先端科学技術研究科情報科学領域"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Devision of Information Science, Graduate School of Information Science, Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Devision of Information Science, Graduate School of Information Science, Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Department of Contemporary Society, Faculty of Contemporary Society, Kyoto Women’s University","subitem_text_language":"en"},{"subitem_text_value":"Department of Materials Process Engineering, Graduate School of Engineering, Nagoya University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Advanced Science and Technology, Kumamoto University","subitem_text_language":"en"},{"subitem_text_value":"Devision of Information Science, Graduate School of Information Science, Nara Institute of Science and\nTechnology","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/197617/files/IPSJ-BIO19058018.pdf","label":"IPSJ-BIO19058018.pdf"},"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO19058018.pdf","filesize":[{"value":"238.8 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_login","version_id":"88c3425a-5612-4610-b205-7747ef04be82","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":"大木, 麻里衣"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"久保, 孝富"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"丸野, 由希"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"藤原, 幸一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山川, 俊貴"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"池田, 和司"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Marie, Ohki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takatomi, Kubo","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yuki, Maruno","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Koichi, Fujiwara","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Toshitaka, Yamakawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kazushi, Ikeda","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12055912","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":"2188-8590","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"音楽は人々の情動に影響を及ぼし，生理的変化をももたらす．メロディー ・歌詞などの要素に分けて音楽による影響を調べた報告はあるが，歌詞内の語句の感情的印象を踏まえて評価した研究は存在しない．本研究では，歌詞に対し自然言語処理によって感情極性を評価し，その極性評価値と実際の印象，情動変化の関係性およびその変化の要因を心拍変動分析によって明らかにする．本報告ではそのアイデアおよび基礎的検証結果の内容について紹介する．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Music affects our emotion and causes a physiological change. There are many studies that investigate emotional impact by music with differentiating melody and lyrics as factors. However, there are few studies that evaluate such impact with emotional impression of lyrics taken into account. In this study, we assessed the sentiment polarity of lyrics with natural language processing, and conducted an evaluation of emotional impact of music using the sentiment polarity and heart rate variability analysis. In this report, we will introduce our idea and results of a preliminary study","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"1","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2019-06-10","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"18","bibliographicVolumeNumber":"2019-BIO-58"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":197617,"updated":"2025-01-19T22:16:58.087176+00:00","links":{},"created":"2025-01-19T01:02:03.122616+00:00"}