{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00240630","sets":["6164:6165:11426:11852"]},"path":["11852"],"owner":"44499","recid":"240630","title":["政治イデオロギーを持つLLMエージェントの生成"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-11-14"},"_buckets":{"deposit":"c8e9ed9b-54f3-4d62-be7e-e1a023646162"},"_deposit":{"id":"240630","pid":{"type":"depid","value":"240630","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"政治イデオロギーを持つLLMエージェントの生成","author_link":["660529","660530"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"政治イデオロギーを持つLLMエージェントの生成"},{"subitem_title":"The generation of LLM agents with political ideologies","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"大規模言語モデル,ソーシャルメディア,フィルターバブル,エージェント","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2024-11-14","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":"奈良先端科学技術大学院大学"},{"subitem_text_value":"奈良先端科学技術大学院大学"}]},"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":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/240630/files/IPSJ-CNWS2024003.pdf","label":"IPSJ-CNWS2024003.pdf"},"date":[{"dateType":"Available","dateValue":"2026-11-14"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CNWS2024003.pdf","filesize":[{"value":"910.0 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"29"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"461c3c92-3640-49d6-a96c-5688c249b874","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"植田, 雄士"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"諏訪, 博彦"}],"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":"アルゴリズムの発達や SNS の普及により，意見の分極化の原因やフェイクニュースの温床となり得るフィルターバブルが社会問題として発生している．ユーザーが体験できるような疑似的なフィルターバブルが予防や緩和になるという仮説のもと，本稿では，LLM が持つ政治的なバイアスを緩和した上で，フィルターバブルを再現するのに必要な，政治イデオロギーを持つ LLM エージェントの生成を試みた．その結果，プロンプト操作のみでバイアスの緩和に加え，極右に近いイデオロギーや極左・中道をはじめとする様々なイデオロギーを持つエージェントの生成に成功した．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"26","bibliographic_titles":[{"bibliographic_title":"ワークショップ2024 （CN Workshop 2024)　論文集"}],"bibliographicPageStart":"19","bibliographicIssueDates":{"bibliographicIssueDate":"2024-11-14","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":240630,"updated":"2025-01-19T07:55:04.275275+00:00","links":{},"created":"2025-01-19T01:44:56.121515+00:00"}