{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00218748","sets":["1164:4402:10858:10955"]},"path":["10955"],"owner":"44499","recid":"218748","title":["2つの連続変数間の統計的特性を背景として持つアイテム集合の発見"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-07-01"},"_buckets":{"deposit":"dd79ccf4-383b-4683-9eb7-5a72f3ef51a6"},"_deposit":{"id":"218748","pid":{"type":"depid","value":"218748","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"2つの連続変数間の統計的特性を背景として持つアイテム集合の発見","author_link":["569552","569550","569551"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"2つの連続変数間の統計的特性を背景として持つアイテム集合の発見"},{"subitem_title":"Discovery of Itemset with Background of Statistical Characteristics between Two Continuous Variable","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"学習","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-07-01","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"群馬大学"},{"subitem_text_value":"群馬大学"},{"subitem_text_value":"九州情報大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Gunma University","subitem_text_language":"en"},{"subitem_text_value":"Gunma University","subitem_text_language":"en"},{"subitem_text_value":"Kyushu Institute of Information Sciences","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/218748/files/IPSJ-ICS22207003.pdf","label":"IPSJ-ICS22207003.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-01"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-ICS22207003.pdf","filesize":[{"value":"1.5 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":"25"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"cc9ccb4b-2245-4658-9ac3-02ab34ba63b7","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"嶋田, 香"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松野, 省吾"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"荒平, 高章"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11135936","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-885X","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"著者らは，頻出アイテム集合の概念の拡張と相関ルール (Association Rule) 表現の新たな解釈として統計的特性を背景として持つアイテム集合を ItemSB として定義し，その発見方法を GNMiner とよぶ進化計算を応用して提案している．本発表では，ItemSB の統計的特性として 2 つの連続変数間に関する設定に注目した場合について，データ分析と予測・分類への応用を目的とした公開データを用いた実験結果を報告する．また，発見手法の拡張として 2 つのデータ間での差異の有無に注目した ItemSB の発見法について提案し，ItemSB 自体の特性についての評価実験の結果を報告する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告知能システム（ICS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-07-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"3","bibliographicVolumeNumber":"2022-ICS-207"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":218748,"updated":"2025-01-19T15:02:58.065725+00:00","links":{},"created":"2025-01-19T01:19:05.780227+00:00"}