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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.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9789813100046
  • Indbinding:
  • Hardback
  • Sideantal:
  • 172
  • Udgivet:
  • 29. august 2016
  • Størrelse:
  • 237x160x16 mm.
  • Vægt:
  • 438 g.
  • 2-3 uger.
  • 2. december 2024

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Beskrivelse af Review Comment Analysis For E-commerce

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.

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