{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236735","sets":["6504:11678:11684"]},"path":["11684"],"owner":"44499","recid":"236735","title":["PLATEAUの建物情報とSVMを利用した犯罪種別の予測"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"ebf5d367-4341-47cf-8643-149abd427eb9"},"_deposit":{"id":"236735","pid":{"type":"depid","value":"236735","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"PLATEAUの建物情報とSVMを利用した犯罪種別の予測","author_link":["647271"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"PLATEAUの建物情報とSVMを利用した犯罪種別の予測"}]},"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":"2024-03-01","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":"椙山女学園大"}]},"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/236735/files/IPSJ-Z86-5F-03.pdf","label":"IPSJ-Z86-5F-03.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-04"}],"format":"application/pdf","filename":"IPSJ-Z86-5F-03.pdf","filesize":[{"value":"286.5 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"4002d222-047c-4582-be70-80f5677e1d31","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"向, 直人"}],"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":"本研究では，愛知県警察が公開している犯罪オープンデータを利用して，任意の地域で生じる可能性が高い犯罪種別を予測することを目的とする．3D都市のオープンデータであるPLATEAUの建物用途に関する情報を地図画像として表現し，地図画像に占める面積比と犯罪種別との関係性を特徴量として用いる．サポートベクタマシン（SVM）で過去の犯罪データの特徴量を学習し，その予測精度を評価する．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"244","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"243","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":236735,"updated":"2025-01-19T09:08:37.178965+00:00","links":{},"created":"2025-01-19T01:38:57.453650+00:00"}