{"created":"2023-05-15T09:52:16.886786+00:00","id":218,"links":{},"metadata":{"_buckets":{"deposit":"cfcfedcd-d9fc-43a8-91e5-2b7bd10a0bfb"},"_deposit":{"created_by":8,"id":"218","owners":[8],"pid":{"revision_id":0,"type":"depid","value":"218"},"status":"published"},"_oai":{"id":"oai:ishikawa-pu.repo.nii.ac.jp:00000218","sets":["34:62"]},"author_link":["276","275","277"],"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2023","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"34","bibliographicPageStart":"27","bibliographicVolumeNumber":"6","bibliographic_titles":[{"bibliographic_title":"石川県立大学研究紀要"},{"bibliographic_title":"Bulletin of Ishikawa Prefectural University","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"2020 年春の新型コロナウイルス（COVID-19）感染拡大により，全国で観光需要が消滅した。2022 年現在，回復傾向にはあるが，その傾向は地域や施設によって異なっているかもしれない。そこで観光業が主要産業である石川県において，都市的施設や郊外の里山里海，自然を感じる施設等について，人流データによる分析を行い，観光需要の回復度に違いがあるかを調べた。本研究の結果，感染拡大直後の2020年5月中の県内観光地への訪問者数は県内，県外ともに激減した。2021 年5 月には回復傾向が見られたものの，特に石川県外からの訪問者数は2019年比で半分程度までしか回復しなかった。一方で海辺の観光施設は，新型コロナウイルス流行下においても訪問者数の減少が少ないか，逆に増加しており，人々が行き先をシフトした可能性がみえてきた。","subitem_description_type":"Abstract"},{"subitem_description":"The tourism demand disappeared nationwide due to the spread of the novel coronavirus (COVID-19) in the spring of 2020, and as of 2022, there is a recovery trend. However this trend may differ by region and facility. In Ishikawa Prefecture, where tourism is a major industry, we analyzed human flow data for urban facilities, suburban mountain villages and seaside villages, and facilities with a sense of nature to determine whether there are differences in the degree of recovery in tourism demand. This study showed that the number of visitors to tourist attractions in the prefecture dropped sharply both in and out of the prefecture during May 2020, immediately after the spread of the infection. Although a recovery trend was observed in May 2021, visitors, especially from outside Ishikawa Prefecture, recovered to only about half of the 2019 level. On the other hand, the number of visitors to seaside tourist facilities either decreased little or, conversely, increased, suggesting that people may have shifted their destinations. ","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"石川県立大学"}]},"item_10002_source_id_11":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12840922","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2434-7167","subitem_source_identifier_type":"ISSN"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"橋本, 駿"},{"creatorName":"ハシモト, シュン","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"275","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"上野, 裕介"},{"creatorName":"ウエノ, ユウスケ","creatorNameLang":"ja-Kana"},{"creatorName":"UENO, Yusuke ","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"276","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"90638818","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://kaken.nii.ac.jp/ja/search/?qm=90638818"}]},{"creatorNames":[{"creatorName":"HASHIMOTO, Shun","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"277","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2023-03-30"}],"displaytype":"detail","filename":"0405BISPU.pdf","filesize":[{"value":"1.8 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"本文(pdf)","url":"https://ishikawa-pu.repo.nii.ac.jp/record/218/files/0405BISPU.pdf"},"version_id":"2a5ae60a-6117-4b8f-9018-886b5d68c723"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人流データ","subitem_subject_scheme":"Other"},{"subitem_subject":"GPS","subitem_subject_scheme":"Other"},{"subitem_subject":"新型コロナウイルス","subitem_subject_scheme":"Other"},{"subitem_subject":"観光","subitem_subject_scheme":"Other"},{"subitem_subject":"スマートフォン","subitem_subject_scheme":"Other"},{"subitem_subject":"human flow data","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"GPS","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"novel coronavirus","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"tourism","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"smartphone","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"石川県内における人流ビッグデータを用いた 新型コロナウイルス流行下での観光客の動向分析","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"石川県内における人流ビッグデータを用いた 新型コロナウイルス流行下での観光客の動向分析"},{"subitem_title":"Trend Analysis of Tourists under COVID-19 Epidemic Using Human-flow Big Data in Ishikawa Prefecture","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"8","path":["62"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-03-30"},"publish_date":"2023-03-30","publish_status":"0","recid":"218","relation_version_is_last":true,"title":["石川県内における人流ビッグデータを用いた 新型コロナウイルス流行下での観光客の動向分析"],"weko_creator_id":"8","weko_shared_id":-1},"updated":"2023-05-15T09:54:35.083819+00:00"}