{"id":219980,"updated":"2025-01-19T14:42:37.140302+00:00","links":{},"created":"2025-01-19T01:20:01.981097+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00219980","sets":["1164:1165:10997:10998"]},"path":["10998"],"owner":"44499","recid":"219980","title":["人の認知特性を考慮したニューラルネットワークによる楽曲の繰り返し推薦"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-09-02"},"_buckets":{"deposit":"e22989d0-f514-4dc5-b466-dc51d8b12854"},"_deposit":{"id":"219980","pid":{"type":"depid","value":"219980","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"人の認知特性を考慮したニューラルネットワークによる楽曲の繰り返し推薦","author_link":["574598","574597"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"人の認知特性を考慮したニューラルネットワークによる楽曲の繰り返し推薦"}]},"item_type_id":"4","publish_date":"2022-09-02","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九州大学大学院芸術工学府"},{"subitem_text_value":"九州大学芸術工学研究院"}]},"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/219980/files/IPSJ-DBS22175027.pdf","label":"IPSJ-DBS22175027.pdf"},"date":[{"dateType":"Available","dateValue":"2024-09-02"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DBS22175027.pdf","filesize":[{"value":"898.4 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":"13"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"6f90507e-8f62-402a-8786-17df1f44170a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"重富, 竜ノ介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"牛尼, 剛聡"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10112482","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":"2188-871X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，ニューラルネットワークを利用した楽曲の繰り返し推薦に関する研究が活発に行われている．一方，人間の認知特性を考慮した推薦システムの重要性が指摘されており，認知アーキテクチャを用いた繰り返し推薦手法が提案されている．しかし，ニューラルネットワークに認知特性を組み込んでいる先行研究は存在せず，認知特性を考慮しながら繰り返し推薦と新規楽曲の推薦を行うことは実現できていない．本論文では，楽曲推薦のために代表的な認知アーキテクチャのひとつである ACT-R を再帰的ニューラルネットワーク（RNN）に組み込んだモデルを提案する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"5","bibliographic_titles":[{"bibliographic_title":"研究報告データベースシステム（DBS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-09-02","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"27","bibliographicVolumeNumber":"2022-DBS-175"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}