{"updated":"2025-01-19T14:19:28.704481+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00221038","sets":["6504:11035:11043"]},"path":["11043"],"owner":"44499","recid":"221038","title":["手作り作品の紹介データに基づく作家識別"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-17"},"_buckets":{"deposit":"d065832e-9050-4ea4-8b29-f013ea10c813"},"_deposit":{"id":"221038","pid":{"type":"depid","value":"221038","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"手作り作品の紹介データに基づく作家識別","author_link":["578490","578491","578492"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"手作り作品の紹介データに基づく作家識別"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2022-02-17","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九大"},{"subitem_text_value":"九大"},{"subitem_text_value":"九大/GMOペパボ株式会社"}]},"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/221038/files/IPSJ-Z84-2U-06.pdf","label":"IPSJ-Z84-2U-06.pdf"},"date":[{"dateType":"Available","dateValue":"2022-10-22"}],"format":"application/pdf","filename":"IPSJ-Z84-2U-06.pdf","filesize":[{"value":"513.0 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"87d258a6-bfff-4f3d-877f-8439d2cbff2c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"田中, 大生"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"峯, 恒憲"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"三宅, 悠介"}],"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_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究では，手作り作品の紹介データをもとに，作家識別を行うモデルを提案する．作品の作家識別性能の高いモデルは，その作品の特徴説明だけでなく，同じ特徴を持つ作品の検索や推薦にも利用できる．本研究では，手作り作品の紹介データのうち，画像，説明文，タイトルデータを用いて，作家識別を行うモデルを構築する．画像データは畳み込みニューラルネットワーク，文章データはFastTextを用いて特徴量抽出を行った．提案モデルの評価実験の結果，説明文を利用することで，90%近くのF値を得た．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"598","bibliographic_titles":[{"bibliographic_title":"第84回全国大会講演論文集"}],"bibliographicPageStart":"597","bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:21:03.307818+00:00","id":221038,"links":{}}