{"updated":"2025-01-19T15:43:20.990491+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00216820","sets":["6201:6202:9109:9110:10873"]},"path":["10873"],"owner":"44499","recid":"216820","title":["スーパーの会員アプリにおける確率的ユーザーモデルによる推薦システムの実証実験"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-03-09"},"_buckets":{"deposit":"5078fc69-8cbf-43e0-ad21-da4e76c0ad1f"},"_deposit":{"id":"216820","pid":{"type":"depid","value":"216820","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"スーパーの会員アプリにおける確率的ユーザーモデルによる推薦システムの実証実験","author_link":["560489","560490","560488","560491"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"スーパーの会員アプリにおける確率的ユーザーモデルによる推薦システムの実証実験"},{"subitem_title":"An Empirical Test of a Probabilistic User Model Recommendation System for a Supermarket App","subitem_title_language":"en"}]},"item_type_id":"19","publish_date":"2022-03-09","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_19_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"国立研究開発法人 産業技術総合研究所"},{"subitem_text_value":"国立研究開発法人 産業技術総合研究所"}]},"item_19_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"National Institute of Advanced Industrial Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Advanced Industrial Science and Technology","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/216820/files/IPSJ-KansaiBCSS08_202209.pdf","label":"IPSJ-KansaiBCSS08_202209.pdf"},"date":[{"dateType":"Available","dateValue":"2024-03-09"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-KansaiBCSS08_202209.pdf","filesize":[{"value":"248.0 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"8"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"759e19d7-1946-4e25-8ead-3d7053345368","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_19_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"櫻井, 瑛一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"本村, 陽一"}],"nameIdentifiers":[{}]}]},"item_19_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Eiichi, Sakurai","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Youichi, Motomura","creatorNameLang":"en"}],"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_19_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"Covid19 の状況下でDX が進展したことで，デジタル空間上で人に応じたサービスを提供する基盤が整いつつある．人に応じたサービスを提供するためには，適切に人をモデル化することが重要である．我々は確率的ユーザーモデルの研究として，アンケートデータから人の類型化とその分析手段の研究を行い，ユーザーモデルを利用した情報推薦システムの作成を行ってきた．しかし，情報を推薦するだけでは最終的にユーザーの行動に影響を及ぼしたかを検証できないという弱点があった．今回，この類型に基づいた商品についてのクーポンの提示を行う推薦システムの実証実験を行い，ユーザーモデルに基づく推薦の個人への影響を検証した．","subitem_description_type":"Other"}]},"item_19_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In order to provide person-centered services, it is important to model people. We have studied probabilistic user models as a method of modeling people, and have developed an information recommendation system using user models. However, there was a problem that we could not verify whether the user’s behavior was influenced by the information recommendation alone. In this study, we conducted a demonstration experiment of a recommendation system that presents coupons based on a user model, and verified the influence of the recommendation.","subitem_description_type":"Other"}]},"item_19_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographic_titles":[{"bibliographic_title":"行動変容と社会システム vol.08"}],"bibliographicIssueDates":{"bibliographicIssueDate":"2022-03-09","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:17:20.104055+00:00","id":216820,"links":{}}