REVIEW COMMENT ANALYSIS FOR E-COMMERCE
暫譯: 電子商務評論評論分析

Aoying Zhou, Rong Zhang, Wenzhe Yu

  • 出版商: World Scientific Pub
  • 出版日期: 2016-08-29
  • 售價: $3,750
  • 貴賓價: 9.5$3,563
  • 語言: 英文
  • 頁數: 172
  • 裝訂: Hardcover
  • ISBN: 9813100044
  • ISBN-13: 9789813100046
  • 相關分類: 電子商務 E-commerce
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book presents the recent achievements on the processing of representative user generated content (UGC) on E-commerce websites. This large size of UGC is valuable information for data mining to help customer/object profiling. It provides a comprehensive overview on the concept of customer credibility, object-oriented review summarization technology and content-based collaborative filtering algorithm. It covers a feedback mechanism which is designed to discover customer credibility, which is used to define the professional degree of review content; product-oriented review summarization for restaurants or trip arrangements, and introduced content-based collaborative filtering for product recommendation.

商品描述(中文翻譯)

本書介紹了在電子商務網站上處理代表性用戶生成內容(UGC)的最新成就。這些大量的UGC對於數據挖掘來說是有價值的信息,有助於客戶/物件的輪廓分析。它提供了關於客戶可信度概念、面向物件的評論摘要技術以及基於內容的協同過濾算法的全面概述。書中涵蓋了一個反饋機制,旨在發現客戶的可信度,這用於定義評論內容的專業程度;針對餐廳或旅行安排的產品導向評論摘要,以及介紹了用於產品推薦的基於內容的協同過濾技術。