{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00212166","sets":["1164:2735:10526:10644"]},"path":["10644"],"owner":"44499","recid":"212166","title":["Q-learningを用いた精油ブレンド法の提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-07-20"},"_buckets":{"deposit":"204089bd-0da6-414c-9192-2ea344cd63c4"},"_deposit":{"id":"212166","pid":{"type":"depid","value":"212166","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Q-learningを用いた精油ブレンド法の提案","author_link":["540653","540654"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Q-learningを用いた精油ブレンド法の提案"},{"subitem_title":"Proposal of an Essential Oil Blending Method using Q-learning","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2021-07-20","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"奈良女子大学"},{"subitem_text_value":"奈良女子大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Nara Women's University","subitem_text_language":"en"},{"subitem_text_value":"Nara Women's University","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/212166/files/IPSJ-MPS21134007.pdf","label":"IPSJ-MPS21134007.pdf"},"date":[{"dateType":"Available","dateValue":"2023-07-20"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MPS21134007.pdf","filesize":[{"value":"930.3 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":"17"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"7961bc02-e2a6-486b-99c1-b0da153e40e4","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"中野, 杏香"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"髙田, 雅美"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10505667","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":"2188-8833","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"精油とは，植物から抽出される芳香物質である．複数の精油をブレンドすることで，好みの香りを作り出すことが可能である．しかし，精油には多くの種類があるため，適切な精油を選択することは容易ではない．本研究では，誰もが簡単に精油のブレンドを楽しめるようにするために，個人の好みに合わせた精油のブレンドを自動的に選択する方法を提案する．提案手法では，強化学習の一種である Q-learning を採用している．実験結果から，提案手法が異なる香りや環境の変化に対する好みを学習できることを確認している．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"3","bibliographic_titles":[{"bibliographic_title":"研究報告数理モデル化と問題解決（MPS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2021-07-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"7","bibliographicVolumeNumber":"2021-MPS-134"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":212166,"updated":"2025-01-19T17:34:53.589232+00:00","links":{},"created":"2025-01-19T01:13:10.873272+00:00"}