{"id":205796,"updated":"2025-01-19T19:34:32.722178+00:00","links":{},"created":"2025-01-19T01:07:55.150662+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00205796","sets":["6504:10247:10248"]},"path":["10248"],"owner":"6748","recid":"205796","title":["施設園芸における栽培環境最適化に向けたトマト生長の機械学習モデル試作"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-02-20"},"_buckets":{"deposit":"b50263fe-440d-4d51-b1e6-e4f582509427"},"_deposit":{"id":"205796","pid":{"type":"depid","value":"205796","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"施設園芸における栽培環境最適化に向けたトマト生長の機械学習モデル試作","author_link":["510813","510812","510814"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"施設園芸における栽培環境最適化に向けたトマト生長の機械学習モデル試作"}]},"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":"2020-02-20","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":"三菱"},{"subitem_text_value":"三菱"},{"subitem_text_value":"筑波大"}]},"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/205796/files/IPSJ-Z82-7G-04.pdf","label":"IPSJ-Z82-7G-04.pdf"},"date":[{"dateType":"Available","dateValue":"2020-06-19"}],"format":"application/pdf","filename":"IPSJ-Z82-7G-04.pdf","filesize":[{"value":"354.2 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"c8d9f448-715f-4201-b933-4d19300c1ed8","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"竹内, 智晴"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山田, 将史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"福田, 直也"}],"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":"施設園芸の栽培環境制御について、近年、環境センサと複合制御装置を用いて統合的に環境制御する手法が主流になりつつある。そこで著者らは、施設園芸における栽培環境の自動最適化に向け、作物生長のモデル化技術について研究を行っている。本稿では、トマト生長を対象に、環境データから生長推定するためのモデル化方式について、複数の変数選択法、機械学習手法によりモデル試作して性能比較した結果について述べる。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"262","bibliographic_titles":[{"bibliographic_title":"第82回全国大会講演論文集"}],"bibliographicPageStart":"261","bibliographicIssueDates":{"bibliographicIssueDate":"2020-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2020"}]},"relation_version_is_last":true,"weko_creator_id":"6748"}}