{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229849","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"229849","title":["物理環境におけるヒト脳内での予測符号化を模倣した変化点予測モデル構築への取り組み"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"1640f58a-b61f-4d23-9f0b-692c315a0ce4"},"_deposit":{"id":"229849","pid":{"type":"depid","value":"229849","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"物理環境におけるヒト脳内での予測符号化を模倣した変化点予測モデル構築への取り組み","author_link":["618307","618308"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"物理環境におけるヒト脳内での予測符号化を模倣した変化点予測モデル構築への取り組み"}]},"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":"2023-02-16","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":"お茶の水女子大"},{"subitem_text_value":"お茶の水女子大"}]},"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/229849/files/IPSJ-Z85-2D-05.pdf","label":"IPSJ-Z85-2D-05.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-2D-05.pdf","filesize":[{"value":"434.5 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"9fe54a3b-e4c7-4825-a8eb-03de212b723a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"黒田, 彗莉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小林, 一郎"}],"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":"ヒトによる認識や予測を機械学習モデルとして表した実世界理解の研究が注目を集めている。ヒトは実世界を観測したとき、連続的な出来事から大きく場面が変化するタイミングを認識するとされる。さらにこれからの出来事の大きな変化点についても容易に予測ができるだろう。しかし従来の予測を対象とした機械学習モデルでは入力画像の状況や物理的な特性を理解したうえで予測をしているとは言い難い。そこで本研究では、ヒト脳内で行われているとされる予測符号化を模倣した、物理特性に基づく変化点予測モデルを提案する。また予測した変化点が物体の衝突や消滅のタイミングを正しく示しているかの精度を算出し、モデルの有効性を検証する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"96","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"95","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":229849,"updated":"2025-01-19T11:23:32.095883+00:00","links":{},"created":"2025-01-19T01:29:15.471868+00:00"}