OPINION ANALYSIS FOR ONLINE REVIEWS
| By: | Lin Yuming; Wang Xiaoling; Zhou Aoying |
| Publisher: | World Scientific Publishing |
| Print ISBN: | 9789813100435 |
| eText ISBN: | 9789813100459 |
| Edition: | 0 |
| Copyright: | 2016 |
| Format: | Page Fidelity |
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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.