{"updated":"2025-01-19T11:52:09.461105+00:00","links":{},"created":"2025-01-19T01:26:40.623947+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00227411","sets":["6164:6165:7338:11340"]},"path":["11340"],"owner":"44499","recid":"227411","title":["AIが学習に失敗する例を用いた教材の提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-08-11"},"_buckets":{"deposit":"4aa7741a-062a-4b4d-85f8-cdaa4dc5c510"},"_deposit":{"id":"227411","pid":{"type":"depid","value":"227411","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"AIが学習に失敗する例を用いた教材の提案","author_link":["605799","605798"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"AIが学習に失敗する例を用いた教材の提案"},{"subitem_title":"Proposal of teaching materials using examples of AI learning failures","subitem_title_language":"en"}]},"item_type_id":"18","publish_date":"2023-08-11","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"新潟国際情報大学"},{"subitem_text_value":"千葉工業大学"}]},"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":44499,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/227411/files/IPSJ-SSS2023005.pdf","label":"IPSJ-SSS2023005.pdf"},"date":[{"dateType":"Available","dateValue":"2023-08-11"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SSS2023005.pdf","filesize":[{"value":"1.2 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"cdf2dc9a-e071-4920-b355-08ec1d34d1e0","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"中田, 豊久"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"三浦, 元喜"}],"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_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"従来の人工知能(AI)を学ぶための教材は，チュートリアルのようにAIをブラックボックス化して，まずAIは何をできるのかを理解するといったものが多い．この場合の課題は，例えば既存のAIを拡張して新たな問題に適用させようとし，しかし上手くいかない場合に，その対処の方法が分からないことである．その原因は，AIの中の仕組みをやはり十分に理解していないことであると考える．そこで本研究では，従来の教材に加え，主に仕組みを理解することを主眼とした教材について提案する．その基本的な考え方は，(1)あえて答えの分かっているシンプルな問題をAIに学習させる，また(2)AIが学習に失敗する例を用い，AIに学ばせるために人間が試行錯誤を行うことによりAIの仕組みを理解する，である．本教材の対象者は，チュートリアルのようなAIが何ができるのかを概ね理解していて，かつ，ある程度のプログラミング技術をすでに修得した大学生3，4年生程度を想定している．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"36","bibliographic_titles":[{"bibliographic_title":"情報教育シンポジウム論文集 "}],"bibliographicPageStart":"29","bibliographicIssueDates":{"bibliographicIssueDate":"2023-08-11","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":227411}