{"created":"2025-01-19T01:38:09.137864+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236220","sets":["6504:11678:11689"]},"path":["11689"],"owner":"44499","recid":"236220","title":["人間からニューラルネットワークへの知識転移に関する基礎研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"153bb4b5-5992-4517-9a34-676f41f5ce0e"},"_deposit":{"id":"236220","pid":{"type":"depid","value":"236220","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"人間からニューラルネットワークへの知識転移に関する基礎研究","author_link":["645660","645661"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"人間からニューラルネットワークへの知識転移に関する基礎研究"}]},"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":"2024-03-01","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":"中京大"},{"subitem_text_value":"中京大"}]},"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/236220/files/IPSJ-Z86-2V-01.pdf","label":"IPSJ-Z86-2V-01.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-2V-01.pdf","filesize":[{"value":"516.6 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"ab1d2e78-260d-4b82-b38b-adb20b7bad33","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"鈴木, 一誠"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"ピトヨ, ハルトノ"}],"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":"現在、Deep Neural Network(DNN)の実世界問題への応用が盛んに行われる。DNNの学習には構造化されたデータが必要であるため、データ化の難しい人間の主観や経験などをニューラルネットワーク(NN)に反映させることは難しい。そこで、本研究では2次元の位相的な中間層を持つNNを用いて、人間の知識や経験をNNに転移させる手法を提案する。提案手法では、人間が知識、経験や好みに基づいてNNの2次元の中間層を手動で組織化することで、NNを初期化することができる。人間の初期化によって、その人間の知識が後のNNの学習に反映されることを期待する。本研究では、人間の知識転送によって初期化されたNNの解析を行い、その結果を報告する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"774","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"773","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"links":{},"id":236220,"updated":"2025-01-19T09:20:46.022197+00:00"}