{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00228406","sets":["6201:6202:9108:11371"]},"path":["11371"],"owner":"44499","recid":"228406","title":["ニューラルネットワークを用いたID-POSデータの非会員顧客の性別と年齢の推定"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-09-24"},"_buckets":{"deposit":"db307a5c-029b-47b9-bce3-e772f93d5fd2"},"_deposit":{"id":"228406","pid":{"type":"depid","value":"228406","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ニューラルネットワークを用いたID-POSデータの非会員顧客の性別と年齢の推定","author_link":["609658","609653","609656","609659","609655","609654","609657"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ニューラルネットワークを用いたID-POSデータの非会員顧客の性別と年齢の推定"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"ID-POSデータ, 機械学習, 小売店, 顧客情報，ポイントカード","subitem_subject_scheme":"Other"}]},"item_type_id":"19","publish_date":"2023-09-24","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_19_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"和歌山大学　大学院"},{"subitem_text_value":"株式会社オークワ"},{"subitem_text_value":"和歌山大学"},{"subitem_text_value":"株式会社オークワ"},{"subitem_text_value":"株式会社オークワ"},{"subitem_text_value":"株式会社オークワ"},{"subitem_text_value":"株式会社オークワ"}]},"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/228406/files/IPSJ-Kansai2023(48).pdf","label":"IPSJ-Kansai2023(48).pdf"},"date":[{"dateType":"Available","dateValue":"2023-09-24"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-Kansai2023(48).pdf","filesize":[{"value":"286.4 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"0","billingrole":"5"},{"tax":["include_tax"],"price":"0","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"8"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"c0c325c7-2d59-4a12-b7b7-2a20ad94de6d","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_19_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"井口, 拓己"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田井, 紗瑛子"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉野, 孝"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"貴志, 祥江"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"坂本, 明一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"宮崎, 裕之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大西, 剛"}],"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_19_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1884-197X","subitem_source_identifier_type":"ISSN"}]},"item_19_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，小売店におけるポイントカードの導入率は高く，様々な小売店が導入している．ポイントカードを導入することで，効果的なマーケティングの期待ができるID-POSデータを収集可能であるが，非会員顧客のデータは個人の情報が不明のため，マーケティングに活用できない．そこで本研究では，ニューラルネットワークを用いて非会員顧客の性別と年齢を推定することで，ID-POSデータの利用価値の向上を狙う．","subitem_description_type":"Other"}]},"item_19_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographic_titles":[{"bibliographic_title":"2023年度 情報処理学会関西支部 支部大会 講演論文集"}],"bibliographicIssueDates":{"bibliographicIssueDate":"2023-09-24","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":228406,"updated":"2025-01-19T11:52:46.016576+00:00","links":{},"created":"2025-01-19T01:27:33.327313+00:00"}