{"id":209632,"updated":"2025-01-19T18:27:24.015098+00:00","links":{},"created":"2025-01-19T01:10:55.751667+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00209632","sets":["1164:4061:10490:10491"]},"path":["10491"],"owner":"44499","recid":"209632","title":["メンタルヘルスケアに向けたスマートフォンログデータによるQOL及びWell-beingの推定"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-02-22"},"_buckets":{"deposit":"d4dc86e8-71fa-4260-808c-fa7a44680fa0"},"_deposit":{"id":"209632","pid":{"type":"depid","value":"209632","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"メンタルヘルスケアに向けたスマートフォンログデータによるQOL及びWell-beingの推定","author_link":["528960","528962","528956","528957","528961","528958","528965","528959","528966","528964","528963"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"メンタルヘルスケアに向けたスマートフォンログデータによるQOL及びWell-beingの推定"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"MBL","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2021-02-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京大学"},{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"株式会社NTTドコモ"},{"subitem_text_value":"慶應義塾大学"},{"subitem_text_value":"慶應義塾大学"},{"subitem_text_value":"慶應義塾大学"},{"subitem_text_value":"東京大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, Inc.","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, Inc.","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, Inc.","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, Inc.","subitem_text_language":"en"},{"subitem_text_value":"NTT DOCOMO, Inc.","subitem_text_language":"en"},{"subitem_text_value":"Keio University","subitem_text_language":"en"},{"subitem_text_value":"Keio University","subitem_text_language":"en"},{"subitem_text_value":"Keio University","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","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/209632/files/IPSJ-UBI21069014.pdf","label":"IPSJ-UBI21069014.pdf"},"date":[{"dateType":"Available","dateValue":"2023-02-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-UBI21069014.pdf","filesize":[{"value":"1.1 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隆弘"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"檜山, 聡"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"沖村, 宰"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"寺澤, 悠理"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"前田, 貴記"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"太田, 順"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11838947","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8698","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本研究の目的は,日常的に使うスマートフォンログから,QOL と Well-being 指標を評価することにより,ユーザの精神状態を把握することである.QOL(Quality of Life)及び Well-being と,スマートフォンのログデータを記録するフィールド調査を実施した.スマートフォンのログデータから作成した特徴量から,指標の変動や区間を推定するモデルを構築した.14 人のデータで,最大で 0.82 の精度を達成した.加えて,寄与率分析を用いて QOL と Well-being に影響する要素を考察した.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告ユビキタスコンピューティングシステム(UBI)"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2021-02-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"14","bibliographicVolumeNumber":"2021-UBI-69"}]},"relation_version_is_last":true,"weko_creator_id":"44499"}}