{"created":"2023-05-15T09:31:18.040151+00:00","id":360,"links":{},"metadata":{"_buckets":{"deposit":"a4cdab82-bdc6-40ca-97e5-a0a6eea3b75c"},"_deposit":{"created_by":10,"id":"360","owners":[10],"pid":{"revision_id":0,"type":"depid","value":"360"},"status":"published"},"_oai":{"id":"oai:fukuchiyama.repo.nii.ac.jp:00000360","sets":["1:47:59"]},"author_link":["480","479","477","478"],"item_3_biblio_info_12":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-03-31","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"28","bibliographicPageStart":"13","bibliographicVolumeNumber":"3","bibliographic_titles":[{"bibliographic_title":"福知山公立大学研究紀要"}]}]},"item_3_description_10":{"attribute_name":"抄録(日)","attribute_value_mlt":[{"subitem_description":"本稿では、農業における産業PBLの実施に向けて機械学習を用いて農作物の等級を判定する「AI等級判別システムの構築」を試み、試行実験を実施した。試行実験の結果、農業におけるAIを含むIT技術の導入は、学生らのPBLに適していることが確認できた。今回の試行実験の結果をもとに、学生らのPBL教材が構築できると考えられる。","subitem_description_type":"Other"}]},"item_3_description_15":{"attribute_name":"表示順","attribute_value_mlt":[{"subitem_description":"2","subitem_description_type":"Other"}]},"item_3_source_id_1":{"attribute_name":"雑誌書誌ID","attribute_value_mlt":[{"subitem_source_identifier":"AA12783942","subitem_source_identifier_type":"NCID"}]},"item_3_source_id_19":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"24327662","subitem_source_identifier_type":"ISSN"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"神谷, 達夫"},{"creatorName":"カミタニ, タツオ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"477","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"山田, 篤"},{"creatorName":"ヤマダ, アツシ","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"478","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Kamitani, Tatsuo","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"479","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Yamada, Atsushi","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"480","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":"2019-03-27"}],"displaytype":"detail","filename":"fukuchiyama3-2.pdf","filesize":[{"value":"9.5 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"fukuchiyama3-2","url":"https://fukuchiyama.repo.nii.ac.jp/record/360/files/fukuchiyama3-2.pdf"},"version_id":"0f9cff6f-1dbf-4ad3-8498-ade5956022c2"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"PBL","subitem_subject_scheme":"Other"},{"subitem_subject":"スマート農業","subitem_subject_scheme":"Other"},{"subitem_subject":"AI","subitem_subject_scheme":"Other"},{"subitem_subject":"ニューラルネットワーク","subitem_subject_scheme":"Other"},{"subitem_subject":"TensorFlow","subitem_subject_scheme":"Other"},{"subitem_subject":"Keras","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":"機械学習を用いた農作物の等級判別 －農業におけるPBL の実施に向けた検討－","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"機械学習を用いた農作物の等級判別 －農業におけるPBL の実施に向けた検討－"},{"subitem_title":"Classification of Agricultural Crops using Machine Learning -Toward the Implementation of PBL in Agriculture-","subitem_title_language":"en"}]},"item_type_id":"3","owner":"10","path":["59"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-03-31"},"publish_date":"2019-03-31","publish_status":"0","recid":"360","relation_version_is_last":true,"title":["機械学習を用いた農作物の等級判別 －農業におけるPBL の実施に向けた検討－"],"weko_creator_id":"10","weko_shared_id":-1},"updated":"2023-05-15T09:38:30.409715+00:00"}