{"product_id":"ieej-20240325c00701-011","title":"Merchant Relative Dwell Time Ranking for Electric Vehicle Charger Merchant Site Using Semi-Supervised Learning","description":"\u003cp\u003e\u003cstrong\u003eカテゴリ: \u003c\/strong\u003e研究会(論文単位)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e論文No: \u003c\/strong\u003eCMN24028\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eグループ名: \u003c\/strong\u003e【C】電子・情報・システム部門 通信研究会\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e発行日: \u003c\/strong\u003e2024\/03\/25\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eタイトル(英語): \u003c\/strong\u003eMerchant Relative Dwell Time Ranking for Electric Vehicle Charger Merchant Site Using Semi-Supervised Learning\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名: \u003c\/strong\u003eKumar Sheetal(Hitachi India Private Limited),Kumar Sharath (Hitachi India Private Limited),Sharma  Ankit(Hitachi India Private Limited),Kumar  Vinoth (Hitachi India Private Limited)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e著者名(英語): \u003c\/strong\u003eSheetal Kumar(Hitachi India Private Limited),Sharath  Kumar(Hitachi India Private Limited),Ankit Sharma (Hitachi India Private Limited),Vinoth  Kumar (Hitachi India Private Limited)\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eキーワード: \u003c\/strong\u003eDwell time |EV Charging |site selection|Dwell time |EV Charging |site selection\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(日本語): \u003c\/strong\u003eDwell time is the amount of time spent by customer at a merchant location for making a purchase. It is required to assess customers’ behavior, shopping habits, merchant placement and to evaluate existing locations for value-added services like Electric Vehicles (EVs) charging stations. We propose a novel method to estimate dwell time at merchant locations by using payment transaction data to identify profitable locations for EV charging stations. We use a combination of supervised and unsupervised learning to train a set of classifiers and establish relative dwell time rank. The results indicate the method exhibited an accuracy of 74%.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e要約(英語): \u003c\/strong\u003eDwell time is the amount of time spent by customer at a merchant location for making a purchase. It is required to assess customers’ behavior, shopping habits, merchant placement and to evaluate existing locations for value-added services like Electric Vehicles (EVs) charging stations. We propose a novel method to estimate dwell time at merchant locations by using payment transaction data to identify profitable locations for EV charging stations. We use a combination of supervised and unsupervised learning to train a set of classifiers and establish relative dwell time rank. The results indicate the method exhibited an accuracy of 74%.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌: \u003c\/strong\u003e\u003ca href=\"\/products\/ieej-20240325c00701\"\u003e2024年3月28日-2024年3月29日通信研究会\u003c\/a\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e本誌掲載ページ: \u003c\/strong\u003e61-66 p\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e原稿種別: \u003c\/strong\u003e英語\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePDFファイルサイズ: \u003c\/strong\u003e1,296 Kバイト\u003c\/p\u003e","brand":"IEEJ-P10","offers":[{"title":"冊子印刷（一般価格660円\/会員価格440円） \/ A4 \/ 6","offer_id":46352566649071,"sku":"IEEJ-20240325C00701-011-PRT","price":660.0,"currency_code":"JPY","in_stock":true},{"title":"PDFダウンロード（一般価格330円\/会員価格220円） \/ A4 \/ 6","offer_id":46355722535151,"sku":"IEEJ-20240325C00701-011-PDF","price":330.0,"currency_code":"JPY","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0718\/9512\/2159\/files\/IEEJ-KENKYUKAI_da4dfa9d-b25d-410e-81ce-44ef9da2c4b3.png?v=1743252185","url":"https:\/\/ieej.bookpark.ne.jp\/products\/ieej-20240325c00701-011","provider":"電気学会 電子図書館","version":"1.0","type":"link"}