Opinion Analysis For Online Reviews

by Yuming Lin, Xiaoling Wang, Aoying Zhou

Overview

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.

Product Details

ISBN-13:	9789813100442
Publisher:	World Scientific Publishing Company, Incorporated
Publication date:	07/28/2016
Series:	East China Normal University Scientific Reports , #4
Pages:	128
Product dimensions:	6.00(w) x 9.00(h) x 0.40(d)