{"id":2000655,"updated":"2025-02-19T06:57:52.778466+00:00","links":{},"created":"2025-02-19T06:57:47.866641+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:02000655","sets":["1164:3027:11889:1739946242949"]},"path":["1739946242949"],"owner":"80578","recid":"2000655","title":["人-AI協調アノテーションの有用性検証とAI予測の提示タイミングが人のラベル決定に及ぼす影響"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2025-02-26"},"_buckets":{"deposit":"962660e2-f5d8-4cd9-a27a-971a30255646"},"_deposit":{"id":"2000655","pid":{"type":"depid","value":"2000655","revision_id":0},"owners":[80578],"status":"published","created_by":80578},"item_title":"人-AI協調アノテーションの有用性検証とAI予測の提示タイミングが人のラベル決定に及ぼす影響","author_link":[],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"人-AI協調アノテーションの有用性検証とAI予測の提示タイミングが人のラベル決定に及ぼす影響","subitem_title_language":"ja"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"AIインタラクション","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2025-02-26","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"明治大学"},{"subitem_text_value":"明治大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Meiji University","subitem_text_language":"en"},{"subitem_text_value":"Meiji University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/2000655/files/IPSJ-HCI25212042.pdf","label":"IPSJ-HCI25212042.pdf"},"date":[{"dateType":"Available","dateValue":"2027-02-26"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-HCI25212042.pdf","filesize":[{"value":"1.0 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":"33"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"3b0934bc-3348-4730-9b40-ee6294725dd3","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2025 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"木下,裕一朗"}]},{"creatorNames":[{"creatorName":"中村,聡史"}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA1221543X","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8760","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"AIは様々なタスクに活用されており，データに対するアノテーションへの利用可能性も示されている．本稿では，人とAIの協調アノテーションにより，スポーツのネタバレ画像データセットの質が向上するか検証する．また，AIが予測したラベルとその理由を，人がアノテーションする前に提示する場合と，人がアノテーションした後に提示する場合で，ラベル決定に異なる影響を及ぼすか明らかにする．アノテーション実験の結果，AIによる予測が正しい場合は，AIなしでアノテーションするときよりも正確なラベルが付与され，AIによる予測が誤っている場合は，AIなしでアノテーションするときよりも誤ったラベルが付与されることがわかった．また，AIの予測を提示するタイミングによって，ラベルの正確性や一致度，アノテーション作業の負荷の大きさが変わる可能性が示された．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"8","bibliographic_titles":[{"bibliographic_title":"研究報告ヒューマンコンピュータインタラクション（HCI）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2025-02-26","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"42","bibliographicVolumeNumber":"2025-HCI-212"}]},"relation_version_is_last":true,"weko_creator_id":"80578"}}