{"created":"2023-05-15T12:23:01.732143+00:00","id":14561,"links":{},"metadata":{"_buckets":{"deposit":"fe26047e-a0bc-4d0c-9ca8-14edc03f0c95"},"_deposit":{"created_by":1,"id":"14561","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"14561"},"status":"published"},"_oai":{"id":"oai:kansai-u.repo.nii.ac.jp:00014561","sets":["528:1530:1531:1944"]},"author_link":["36554","36327"],"item_10_alternative_title_20":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Soundness evaluation of slopes along national roads using Self-organizing Maps"}]},"item_10_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2016-03-31","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"155","bibliographicPageStart":"147","bibliographicVolumeNumber":"6","bibliographic_titles":[{"bibliographic_title":"社会安全学研究 = Safety science review"}]}]},"item_10_description_4":{"attribute_name":"概要","attribute_value_mlt":[{"subitem_description":"In the conventional way of soundness evaluation by Ministry of Land, Infrastructure and Transport (MLIT), Japan, the soundness of road slopes has been evaluated using regular inspection table. However, it has been reported that slope failures occurred in many road slopes which had been judged as “sound”. In this study, therefore, Kohonen’ s Self-Organizing Maps (SOM) was applied to evaluate the soundness of slopes along national roads. The SOM is eff ective tool for clustering and visualizing complex high-dimensional data on a single low-dimensional map, saving information among original data without any external criteria. The objective of this study is to extract unstable road slopes whose features are similar to the ones collapsed in the past using SOM.","subitem_description_type":"Other"}]},"item_10_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"36554","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Koyama, Tomofumi"}]}]},"item_10_publisher_34":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"関西大学　社会安全研究センター"}]},"item_10_source_id_10":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12523726","subitem_source_identifier_type":"NCID"}]},"item_10_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"21860815","subitem_source_identifier_type":"ISSN"}]},"item_10_version_type_17":{"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":"小山, 倫史"}],"nameIdentifiers":[{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-11-26"}],"displaytype":"detail","filename":"KU-1100-20160331-13.pdf","filesize":[{"value":"2.0 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"KU-1100-20160331-13.pdf","url":"https://kansai-u.repo.nii.ac.jp/record/14561/files/KU-1100-20160331-13.pdf"},"version_id":"7301ca11-073d-4c0d-a9ec-9490e473c1e9"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Slope stability","subitem_subject_scheme":"Other"},{"subitem_subject":"national road","subitem_subject_scheme":"Other"},{"subitem_subject":"soundness","subitem_subject_scheme":"Other"},{"subitem_subject":"Self-organizing maps (SOM)","subitem_subject_scheme":"Other"},{"subitem_subject":"関西大学","subitem_subject_scheme":"Other"},{"subitem_subject":"Kansai University","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":"自己組織化マップを用いた道路斜面の健全性評価手法に関する提案","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"自己組織化マップを用いた道路斜面の健全性評価手法に関する提案"}]},"item_type_id":"10","owner":"1","path":["1944"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-11-26"},"publish_date":"2019-11-26","publish_status":"0","recid":"14561","relation_version_is_last":true,"title":["自己組織化マップを用いた道路斜面の健全性評価手法に関する提案"],"weko_creator_id":"1","weko_shared_id":1},"updated":"2023-05-17T02:08:45.912660+00:00"}