Opinion Analysis For Online Reviews (East China Normal University Scientific Reports Book 4)
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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.


Sticky notes: On Kindle Scribe
ISBN-13: 978-9813100435
Language: English
File size: 2230 KB
Publisher: World Scientific
Publication date: June 2, 2016
subtitle: Kindle Edition
author: Yuming Lin Xiaoling Wang Aoying Zhou