Computers & Internet Books:

Opinion Analysis For Online Reviews

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Description

This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers.
Release date NZ
July 28th, 2016
Audiences
  • Professional & Vocational
  • Tertiary Education (US: College)
Pages
128
Dimensions
152x229x10
ISBN-13
9789813100442
Product ID
24777772

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