{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00220441","sets":["6164:6165:7006:11034"]},"path":["11034"],"owner":"44499","recid":"220441","title":["マルチエージェントに基づく学習データ流通基盤の提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-10-17"},"_buckets":{"deposit":"c679638e-8c10-48d9-b3ac-3859a76ab376"},"_deposit":{"id":"220441","pid":{"type":"depid","value":"220441","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"マルチエージェントに基づく学習データ流通基盤の提案","author_link":["576667","576665","576669","576668","576670","576666"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"マルチエージェントに基づく学習データ流通基盤の提案"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"自動交渉，データ流通，human-in-the-loop, learning analytics","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2022-10-17","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":"東北大学大学院情報科学研究科"},{"subitem_text_value":"東北大学大学院情報科学研究科／仙台高等専門学校"},{"subitem_text_value":"東北大学大学院教育学研究科・教育学部"},{"subitem_text_value":"東北大学大学院情報科学研究科／東北大学高度教養教育・学生支援機構"},{"subitem_text_value":"東北大学大学院情報科学研究科／東北大学データ駆動科学・AI 教育研究センター"},{"subitem_text_value":"東北大学大学院情報科学研究科／東北大学サイバーサイエンスセンター"},{"subitem_text_value":"東北大学大学院情報科学研究科／東北大学サイバーサイエンスセンター\n"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Graduate School of Information Sciences, Tohoku University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Sciences, Tohoku University / National Institute of Technology, Sendai College","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Education Faculty of Education, Tohoku University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Sciences, Tohoku University / Institute for Excellence in Higher Education, Tohoku University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Sciences, Tohoku University / Center for Data-driven Science and Artificial Intelligence Tohoku University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Sciences, Tohoku University / Cyberscience Center, Tohoku University","subitem_text_language":"en"},{"subitem_text_value":"Graduate School of Information Sciences, Tohoku University / Cyberscience Center, Tohoku University","subitem_text_language":"en"}]},"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/220441/files/IPSJ-DPSWS2022009.pdf","label":"IPSJ-DPSWS2022009.pdf"},"date":[{"dateType":"Available","dateValue":"2024-10-17"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DPSWS2022009.pdf","filesize":[{"value":"1.5 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":"34"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"472bc3fe-5085-4918-8e9b-0a51cf6f8ec0","displaytype":"detail","licensetype":"license_note","license_note":"©2022 Information Processing Society Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"本田, 光来"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"髙橋, 晶子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大河, 雄一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"趙, 秀敏"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"三石, 大 阿部 亨"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"菅沼, 拓夫"}],"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":"コロナ禍でのオンライン授業の活発化に伴い，e-learning 用学習教材の活用が進むとともに，学習に関する様々なデータが蓄積されつつある．このような学習データを収集・分析し，学生の学習活動の支援に活用する Learning Analytics (LA) が普及してきているが，学習データは基本的に個人情報を含む機微な情報であるため，プライバシに配慮しつつ有効活用を図る必要がある．しかしながら，学習データの公開制御の柔軟性に関しては，現状では画一的・固定的であり，機微度の高い情報が学習者の意図に反して不必要に収集されたり，逆に効果的な学習活動支援に必要な学習データが自由に利用できないなどの課題がある．本研究ではこれらの課題に対し，学習データの開示度調整のための自動交渉と，Human-in-the-loop の概念による学習者の利便性向上を中核とした，マルチエージェントに基づく学習データ流通基盤を提案する．本稿では，本提案の概要について述べるとともに，Human-in-the-loop に関連して実施した予備実験の結果から，提案手法の実現可能性について議論する．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"65","bibliographic_titles":[{"bibliographic_title":"第30回マルチメディア通信と分散処理ワークショップ論文集"}],"bibliographicPageStart":"58","bibliographicIssueDates":{"bibliographicIssueDate":"2022-10-17","bibliographicIssueDateType":"Issued"}}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":220441,"updated":"2025-01-19T14:34:13.310356+00:00","links":{},"created":"2025-01-19T01:20:29.075460+00:00"}