{"links":{},"id":228189,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00228189","sets":["6164:6165:6640:11353"]},"path":["11353"],"owner":"44499","recid":"228189","title":["インタラクティブ機械学習の教示プロセスでの生成AIの利用可能性の検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-06-28"},"_buckets":{"deposit":"1a7e177e-5c5e-487c-aa1b-5a3635256788"},"_deposit":{"id":"228189","pid":{"type":"depid","value":"228189","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"インタラクティブ機械学習の教示プロセスでの生成AIの利用可能性の検討","author_link":["609169","609170","609171","609168"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"インタラクティブ機械学習の教示プロセスでの生成AIの利用可能性の検討"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"インタラクション，コンシューマシステム","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2023-06-28","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":"東京大学 Interactive Intelligent Systems Laboratory"},{"subitem_text_value":"東京大学 Interactive Intelligent Systems Laboratory"},{"subitem_text_value":"東京大学 Interactive Intelligent Systems Laboratory"},{"subitem_text_value":"東京大学 Interactive Intelligent Systems Laboratory"}]},"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/228189/files/IPSJ-DICOMO2023159.pdf","label":"IPSJ-DICOMO2023159.pdf"},"date":[{"dateType":"Available","dateValue":"2025-06-28"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DICOMO2023159.pdf","filesize":[{"value":"5.5 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":"44"}],"accessrole":"open_date","version_id":"cd6f084e-5d5a-4015-ae00-78e3e12b2db2","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":"山本, 恒輔"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Zhongyi, Zhou"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Zefan, Sramek"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"矢谷, 浩司"}],"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":"機械学習は大量の学習データがあれば難しい課題を効率的に解決できるが，モデル作成には深い理解が必要であり，一般の人々が利用するにはハードルが高い．インタラクティブ機械学習（IMT）は機械学習のモデル作成に対話的要素を組み込み，ユーザの理解を促進することを目的としており，すでにウェブカメラなどを使って簡単にデータを提供できるシステムが公開されている．しかし，これらの IMT ツールではユーザが提供する学習データと実際に学習させたい概念との乖離が生じることがあり，本研究ではその乖離を生成 AI によるデータの拡張によって解決することを目指す．本稿では，生成 AI を組み込んだ IMT システムの開発と実験を行い，IMT の教示プロセスにおける生成 AI の利用可能性を検討した．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"1128","bibliographic_titles":[{"bibliographic_title":"マルチメディア，分散，協調とモバイルシンポジウム2023論文集"}],"bibliographicPageStart":"1122","bibliographicIssueDates":{"bibliographicIssueDate":"2023-06-28","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:27:25.721193+00:00","updated":"2025-01-19T11:55:25.303773+00:00"}