{"created":"2025-01-19T01:29:14.695052+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00229841","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"229841","title":["SNSにおけるバズ予測のための各利用者が他者の投稿に対してお気に入り登録を行う要因分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"5bed78d5-40f0-4db5-8f04-735c55cd9a42"},"_deposit":{"id":"229841","pid":{"type":"depid","value":"229841","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"SNSにおけるバズ予測のための各利用者が他者の投稿に対してお気に入り登録を行う要因分析","author_link":["618294","618291","618293","618292","618295"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"SNSにおけるバズ予測のための各利用者が他者の投稿に対してお気に入り登録を行う要因分析"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"北海道科学大"},{"subitem_text_value":"北海道科学大"},{"subitem_text_value":"北海道科学大"},{"subitem_text_value":"北海道科学大"},{"subitem_text_value":"北海道科学大"}]},"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/229841/files/IPSJ-Z85-7C-02.pdf","label":"IPSJ-Z85-7C-02.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-7C-02.pdf","filesize":[{"value":"281.3 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"8c93c90d-6840-4d6b-a922-4fd7f57cfd8a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"荒澤, 孔明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松川, 瞬"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"杉尾, 信行"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"和田, 直史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松﨑, 博季"}],"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_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"ソーシャルメディアにおいて、ある投稿が周囲からどの程度の注目を浴びるかを予測する事は、マーケティングなどの分野で重要なタスクである。本研究では、その一助として、利用者個々人がこれまでお気に入り登録を行ってきた投稿群の特徴を、自然言語処理や機械学習に基づき学習する事で、その利用者がこれから閲覧する特定の投稿に対して、お気に入り登録を行うであろうか否かを予測するモデルを構築し、その性能評価を行う。また、人々のお気に入り登録に影響を与えている要因についての分析も行い、その結果を報告する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"80","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"79","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":229841,"updated":"2025-01-19T11:23:44.709592+00:00","links":{}}