Opinion Analysis For Online Reviews (East China Normal University Scientific Reports)

Opinion Analysis For Online Reviews (East China Normal University Scientific Reports) image
ISBN-10:

9813100443

ISBN-13:

9789813100442

Author(s): LIN, YUMING
Edition: 1
Released: Jun 02, 2016
Publisher: WSPC
Format: Paperback, 126 pages
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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.

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