{"created":"2023-07-27T06:58:47.459304+00:00","id":57833,"links":{},"metadata":{"_buckets":{"deposit":"594ef5f1-a814-46f7-aa61-22eeb479baae"},"_deposit":{"created_by":3,"id":"57833","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"57833"},"status":"published"},"_oai":{"id":"oai:kanazawa-u.repo.nii.ac.jp:00057833","sets":["4265:4269:4309:686:3990"]},"author_link":["78812","331","101092","86010","81434","101095"],"item_7_biblio_info_8":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-09-30","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"42","bibliographicPageEnd":"211","bibliographicPageStart":"199","bibliographic_titles":[{"bibliographic_title":"人間社会環境研究"},{"bibliographic_title":"Human and socio-environmental studies","bibliographic_titleLang":"en"}]}]},"item_7_creator_34":{"attribute_name":"著者別表示","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"YAMAMOTO, Keiko"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Harada, Kaisei"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Sagae, Masahiko"}],"nameIdentifiers":[{},{}]}]},"item_7_description_21":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"　地域の経済構造の把握や経済波及効果の分析に用いられる産業連関表（I/O表）の新たな活用法を提案する。I/O表は全国で一律かつ規則的に作成されるため，地域間の比較や産業構造の可視化，長期的な変化の抽出のための統計表として利用できると考えた。そこで，都道府県ごとに作成された産業連関表を多変量データとみなして，いくつかのデータ解析手法を適用した。本稿では，類似比較・可視化の観点から，複雑な高次元I/Oデータから主成分分析により低次元の特徴空間にデータを還元した後，クラスタリングとマッピングを試みた。クラスター分析では，縮小された次元を特徴づける産業グループで都道府県を分類している。マッピングでは，産業分野ごとに都道府県の相対的な位置関係を可視化している。さらに主成分分析では，都道府県の産業構造の概要と年次推移を把握することができる。最後に，これらの分析方法とその結果を通して多変量解析の枠組みを用いたI/O分析のプロセスをまとめる。","subitem_description_type":"Abstract"}]},"item_7_heading_33":{"attribute_name":"見出し","attribute_value_mlt":[{"subitem_heading_banner_headline":"論文","subitem_heading_language":"ja"},{"subitem_heading_banner_headline":"Articles","subitem_heading_language":"en"}]},"item_7_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.24517/00064103","subitem_identifier_reg_type":"JaLC"}]},"item_7_publisher_17":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"金沢大学大学院人間社会環境研究科 "}]},"item_7_publisher_19":{"attribute_name":"出版者（別名）","attribute_value_mlt":[{"subitem_publisher":"Graduate School of Human and Socio-Enviromental Studies Kanazawa University "}]},"item_7_source_id_9":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2436-0627","subitem_source_identifier_type":"ISSN"}]},"item_7_version_type_25":{"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":"山本, けい子"}],"nameIdentifiers":[{"nameIdentifier":"101092","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"原田, 魁成"}],"nameIdentifiers":[{"nameIdentifier":"78812","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"寒河江, 雅彦"}],"nameIdentifiers":[{"nameIdentifier":"331","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"20215669","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://kaken.nii.ac.jp/ja/search/?qm=20215669"},{"nameIdentifier":"20215669","nameIdentifierScheme":"金沢大学研究者情報","nameIdentifierURI":"http://ridb.kanazawa-u.ac.jp/public/detail.php?kaken=20215669"},{"nameIdentifier":"20215669","nameIdentifierScheme":"研究者番号","nameIdentifierURI":"https://nrid.nii.ac.jp/nrid/1000020215669"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2021-09-10"}],"displaytype":"detail","filename":"2436-0627-42-199-211.pdf","filesize":[{"value":"2.3 MB"}],"format":"application/pdf","licensetype":"license_11","mimetype":"application/pdf","url":{"label":"2436-0627-42-199-211.pdf","url":"https://kanazawa-u.repo.nii.ac.jp/record/57833/files/2436-0627-42-199-211.pdf"},"version_id":"9572329e-c5d4-4e10-be85-831b4b450fc4"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"主成分分析","subitem_subject_scheme":"Other"},{"subitem_subject":"産業連関表","subitem_subject_scheme":"Other"},{"subitem_subject":"産業構造の可視化","subitem_subject_scheme":"Other"},{"subitem_subject":"Principa Component Analysis","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Input-output table datalVisualization of Industrial Structure","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 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