{"updated":"2025-01-20T05:03:31.931091+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00178600","sets":["1164:4402:9103:9144"]},"path":["9144"],"owner":"11","recid":"178600","title":["商品画像に着目したオンラインフリーマーケットにおける購買行動予測に関する研究"],"pubdate":{"attribute_name":"公開日","attribute_value":"2017-03-22"},"_buckets":{"deposit":"4b6b8139-23dd-4f3b-a259-63e2b800e717"},"_deposit":{"id":"178600","pid":{"type":"depid","value":"178600","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"商品画像に着目したオンラインフリーマーケットにおける購買行動予測に関する研究","author_link":["383066","383062","383073","383069","383070","383068","383064","383063","383067","383071","383065","383072"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"商品画像に着目したオンラインフリーマーケットにおける購買行動予測に関する研究"},{"subitem_title":"Purchasing Behavior Prediction in Online Flea Market Considering on Product Images","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"2017-03-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京大学"},{"subitem_text_value":"東京大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","subitem_text_language":"en"},{"subitem_text_value":"The University of Tokyo","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/178600/files/IPSJ-ICS17187001.pdf","label":"IPSJ-ICS17187001.pdf"},"date":[{"dateType":"Available","dateValue":"2019-03-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-ICS17187001.pdf","filesize":[{"value":"622.7 kB"}],"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":"d735bd6d-cb0a-4023-a8d3-a4a41e33bfe2","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2017 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"松本, 淳太郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"大知, 正直"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山下, 雄大"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"榊, 剛史"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"森, 純一郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"坂田, 一郎"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Juntaro, Matsumoto","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masanao, Ochi","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Yuta, Yamashita","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takeshi, Sakaki","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Junischiro, Mori","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ichiro, Sakata","creatorNameLang":"en"}],"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":"本研究では，現在急速に成長しつつある C2C 事業，オンラインフリーマーケットサービスの 「メルカリ」 について，商品情報から消費者の購買行動が予測可能かどうかの検証を行う．Convolutional Neural Network および Random Forest を組み合わせることで，消費者の行動を予測する手法を提案する．また，評価実験より消費者の購買行動には画像情報が影響することを示す事ができた．本研究は急成長しているオンラインフリーマーケット事業の消費者行動について新たな知見を提供するものである．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","bibliographic_titles":[{"bibliographic_title":"研究報告知能システム（ICS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2017-03-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2017-ICS-187"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-19T00:47:56.269617+00:00","id":178600,"links":{}}