{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00226670","sets":["1164:5352:11207:11307"]},"path":["11307"],"owner":"44499","recid":"226670","title":["無順序木パターンに対する高精度グラフ畳み込みネットワークをオラクルとする質問学習モデルの解析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-06-22"},"_buckets":{"deposit":"f7f8ef91-6c70-489d-ad36-facf33514184"},"_deposit":{"id":"226670","pid":{"type":"depid","value":"226670","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"無順序木パターンに対する高精度グラフ畳み込みネットワークをオラクルとする質問学習モデルの解析","author_link":["602396","602395","602394","602393"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"無順序木パターンに対する高精度グラフ畳み込みネットワークをオラクルとする質問学習モデルの解析"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"数理モデル化と問題解決1","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2023-06-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"福岡工業大学大学院工学研究科"},{"subitem_text_value":"福岡工業大学情報工学部"},{"subitem_text_value":"広島市立大学大学院情報科学研究科"},{"subitem_text_value":"東海大学理学部"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Computer Science and Engineering, Fukuoka Institute of Technology","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/226670/files/IPSJ-BIO23074015.pdf","label":"IPSJ-BIO23074015.pdf"},"date":[{"dateType":"Available","dateValue":"2025-06-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-BIO23074015.pdf","filesize":[{"value":"3.7 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"41"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"9c9d9cc1-fe9d-45b9-91fe-729b044ffb4b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"石灘, 洸樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"正代, 隆義"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"内田, 智之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松本, 哲志"}],"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":"質問学習モデルは，計算論的学習における機械学習モデルの一つである．グラフ畳み込みネットワーク(Graph Convolutional Network，GCN)は，超高精度でグラフを分類することができることが報告されている．そこで質問学習モデルのオラクル(常に正答を答える完璧な教師を仮定)をGCNをする，無順序木パターンの質問学習モデルを考察する．そのモデルによって発見された無順序木パターンを(1)二値分類問題，(2)無矛盾性問題，(3)可視化問題の精度より評価する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告バイオ情報学（BIO）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2023-06-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"15","bibliographicVolumeNumber":"2023-BIO-74"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":226670,"updated":"2025-01-19T12:26:23.352011+00:00","links":{},"created":"2025-01-19T01:26:00.092349+00:00"}