{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00213364","sets":["6164:6165:7006:10727"]},"path":["10727"],"owner":"44499","recid":"213364","title":["機械学習モデル構築のためのデータ・処理共有フレームワークの提案"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-10-18"},"_buckets":{"deposit":"fcc06217-897e-4b6b-bdb6-c8adc4ed995c"},"_deposit":{"id":"213364","pid":{"type":"depid","value":"213364","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"機械学習モデル構築のためのデータ・処理共有フレームワークの提案","author_link":["545830","545832","545831"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"機械学習モデル構築のためのデータ・処理共有フレームワークの提案"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"MLOps，共有，検索，機械学習，フレームワーク","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2021-10-18","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九州大学工学部電気情報工学科"},{"subitem_text_value":"九州大学大学院システム情報科学府"},{"subitem_text_value":"九州大学大学院システム情報科学研究院"}]},"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/213364/files/IPSJ-DPSWS2021011.pdf","label":"IPSJ-DPSWS2021011.pdf"},"date":[{"dateType":"Available","dateValue":"2023-10-18"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-DPSWS2021011.pdf","filesize":[{"value":"1.8 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"34"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"d4d2140f-ef8b-490e-ba86-833d48caa3c9","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小西, 宏樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"川谷, 卓哉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"峯, 恒憲"}],"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_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"機械学習モデル構築の工程は，主に，データの取得，前処理，学習モデルの構築，評価に分けられるが，この一連の作業は，個人の実行環境に依存していることが多く，再現実験や比較実験の障害となっている．本研究では，機械学習モデル構築の過程，結果を記録し，モデル構築時の課題やデータ，類似作業の検索と共有を可能とするフレームワークについて提案する．","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"85","bibliographic_titles":[{"bibliographic_title":"第29回マルチメディア通信と分散処理ワークショップ論文集"}],"bibliographicPageStart":"78","bibliographicIssueDates":{"bibliographicIssueDate":"2021-10-18","bibliographicIssueDateType":"Issued"}}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":213364,"updated":"2025-01-19T17:11:12.431310+00:00","links":{},"created":"2025-01-19T01:14:14.825114+00:00"}