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Opinion Analysis for Online Reviews by Yuming Lin, Xiaoling Wang, Aoying Zhou

Opinion Analysis for Online Reviews

by Yuming Lin , Xiaoling Wang , Aoying Zhou
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Book cover type: Hardcover
  • ISBN13: 9789813100435
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: World Scientific Publishing Company
  • Publisher Imprint: World Scientific Publishing Company
  • Publication Date:
  • Pages: 128
  • Original Price: USD 118.0
  • Language: English
  • Edition: N/A
  • Item Weight: 409 grams
  • BISAC Subject(s): Data Science / Data Analytics

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.

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