{"links":{},"id":228246,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00228246","sets":["6164:6165:6640:11353"]},"path":["11353"],"owner":"44499","recid":"228246","title":["介護施設における高齢者の気分変化の分析と予測"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-06-28"},"_buckets":{"deposit":"019c3fd8-afb0-4235-be69-9e8794e76249"},"_deposit":{"id":"228246","pid":{"type":"depid","value":"228246","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"介護施設における高齢者の気分変化の分析と予測","author_link":["609371","609373","609372"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"介護施設における高齢者の気分変化の分析と予測"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ヘルスケア，ユビキタスコンピューティングシステム","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2023-06-28","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":"九州工業大学"},{"subitem_text_value":"九州工業大学"},{"subitem_text_value":"九州工業大学"}]},"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/228246/files/IPSJ-DICOMO2023216.pdf","label":"IPSJ-DICOMO2023216.pdf"},"date":[{"dateType":"Available","dateValue":"2025-06-28"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DICOMO2023216.pdf","filesize":[{"value":"9.6 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":"44"}],"accessrole":"open_date","version_id":"6a993dc4-44e4-4ac9-ae94-06ac18451393","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Xinyi, Min"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"金子, 晴"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"井上, 創造"}],"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":"本研究では，ある介護付き有料老人ホームから高齢者の気分データと介護記録データを約半月間にわたり収集し，気分を予測・分析を行なった．気分の予測では，機械学習を用いた高齢者の気分予測モデルを作成した. この予測モデルでは，介護記録データを特徴量として利用することで，気分の予測が可能であることを示した．介護記録データと気分の相関を分析することで，「天気」や「食事」など気分に影響を与える要素を発見した．これでは，介護記録データが気分予測の重要な特徴の 1 つであるということを示した．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"1553","bibliographic_titles":[{"bibliographic_title":"マルチメディア，分散，協調とモバイルシンポジウム2023論文集"}],"bibliographicPageStart":"1548","bibliographicIssueDates":{"bibliographicIssueDate":"2023-06-28","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:27:28.954371+00:00","updated":"2025-01-19T11:54:24.112094+00:00"}