{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215655","sets":["6504:10735:10811"]},"path":["10811"],"owner":"44499","recid":"215655","title":["LSTMを用いた諸災害における罹災証明書発行件数の予測"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"2c252790-b50e-4762-b047-4c7d5737fe89"},"_deposit":{"id":"215655","pid":{"type":"depid","value":"215655","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"LSTMを用いた諸災害における罹災証明書発行件数の予測","author_link":["555355","555356"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"LSTMを用いた諸災害における罹災証明書発行件数の予測"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータと人間社会","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2021-03-04","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":"木更津高専"},{"subitem_text_value":"木更津高専"}]},"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/215655/files/IPSJ-Z83-6ZE-02.pdf","label":"IPSJ-Z83-6ZE-02.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-29"}],"format":"application/pdf","filename":"IPSJ-Z83-6ZE-02.pdf","filesize":[{"value":"535.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"11512450-990a-46a8-85b2-10fc8717f45b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"飯棲, 俊介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大枝, 真一"}],"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":"災害が発生すると，住民は家の倒壊情報を書き込んだ罹災証明書を市へと提出するが，大規模災害の直後は家の修復などに手一杯となり，提出できるまでの時間にはタイムラグが生じる．自治体がネット上に公開しているPDFデータから罹災証明書の発行件数を抜き出して，この遅れを解析する．データは過去に規模の大きかった台風，地震，洪水といった種類の異なる災害時のものを用いて比較する．また日付毎に提出者の数を時系列の予測を行うLSTMを用いて予測する．この遅れや提出者数を予測することにより，自治体への提出者数のピークを予測して市役所に提言することで，災害時に適切な職員人数の配置に役立てることができると考える．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"662","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"661","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":215655,"updated":"2025-01-19T16:03:34.314255+00:00","links":{},"created":"2025-01-19T01:16:25.012915+00:00"}