{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00225592","sets":["934:1022:11101:11244"]},"path":["11244"],"owner":"44499","recid":"225592","title":["個性除去を用いたツンデレキャラ型化チャットAIの対話応答制御"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-04-14"},"_buckets":{"deposit":"35c3be07-6fa3-4283-b2fa-9f2b60c1130b"},"_deposit":{"id":"225592","pid":{"type":"depid","value":"225592","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"個性除去を用いたツンデレキャラ型化チャットAIの対話応答制御","author_link":["597243","597248","597247","597246","597245","597244","597250","597249"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"個性除去を用いたツンデレキャラ型化チャットAIの対話応答制御"},{"subitem_title":"Linguistic Control Using Character Filtering for Tsundere Characterized Chat AIs","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[研究論文] 対話応答システム，個性付与，個性除去，クロス言語，自然言語処理","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2023-04-14","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"滋賀県立大学"},{"subitem_text_value":"室蘭工業大学"},{"subitem_text_value":"龍谷大学"},{"subitem_text_value":"室蘭工業大学"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The University of Shiga Prefecture","subitem_text_language":"en"},{"subitem_text_value":"Muroran Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Ryukoku University","subitem_text_language":"en"},{"subitem_text_value":"Muroran Institute of Technology","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/225592/files/IPSJ-TOD1602009.pdf","label":"IPSJ-TOD1602009.pdf"},"date":[{"dateType":"Available","dateValue":"2025-04-14"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TOD1602009.pdf","filesize":[{"value":"1.4 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":"13"},{"tax":["include_tax"],"price":"0","billingrole":"39"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"f59dc721-545f-48dc-91ce-932cde1cbd6a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"服部, 峻"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"森, 康汰"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高原, まどか"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"工藤, 康生"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Shun, Hattori","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Kota, Mori","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Madoka, Takahara","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yasuo, Kudo","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_3_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11464847","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-7799","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"性格や見た目，声質などの個性（キャラクタ性）に関するユーザの嗜好を反映した対話システムを作成する場合，一般的に（訓練）データとして膨大な入力文と応答文とのペアが必要となってしまい，個人で十分に用意するのは容易ではない．この問題を解決するため，我々は，ユーザの発話（入力文）に対して，顔表情の変化もともなって自然に応答するチャットAIに任意の個性（キャラクタ性）を付与する，いい換えると「キャラ型化」する手法を研究し，かつ，そのキャラ型化チャットAIを個人でもより簡単に自由自在に構築できることを目指している．本論文では，特に「ツンデレ」という個性が付与されたキャラ型化チャットAIの対話応答制御を対象とする．ツンデレ個性付き応答文に対して，クロス言語やルールベース，また両方を組み合わせた「個性除去」を適用することで，キャラ型化チャットAIの構築に必要なコスト（データ量）を削減する手法を提案する．評価実験の結果，クロス言語な一般個性除去を導入することで，チャットAIのツンデレキャラ型化に必要な個性付き応答文のデータ量が41件と少なく，構築・維持コストをあまり掛けない場合であっても，ユーザの入力文に対して相応しい個性付き応答文を出力する上位1件の平均応答精度は0.366，mAP（mean Average Precision）は0.363となり，個性除去を有さない比較手法やルールベースな特定個性除去を上回った．","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"When a user wants to personally build a dialogue system which meets her/his preference on its character, it requires a huge number of pairs of inputs and their responses. To solve this problem, the authors have carried out several studies on methods for characterization of chat AIs to respond to a user's utterance (input) with facial expressions towards building characterized chat AIs more easily and freely even if personally. This paper carries out a deeper study on linguistic expression control for a Tsundere characterized chat AI, and validates a novel method for more easily building and maintaining it by “Character Filtering (CF)” from its Tsundere characterized response candidates, such as cross-language CF, rule-based CF, and a hybrid of them. The experimental results show that Tsundere characterized chat AIs even with a little amount of data, e.g., only 41 Tsundere characterized responses, can respond to a user's input with cross-language CF, e.g., 0.366 on top 1 response accuracy and 0.363 on mAP (mean Average Precision), more precisely than without CF and with rule-based tsundere-specific CF.","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"49","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌データベース（TOD）"}],"bibliographicPageStart":"34","bibliographicIssueDates":{"bibliographicIssueDate":"2023-04-14","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"16"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":225592,"updated":"2025-01-19T12:44:44.288053+00:00","links":{},"created":"2025-01-19T01:25:05.892352+00:00"}