OPINION ANALYSIS FOR ONLINE REVIEWS
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OPINION ANALYSIS FOR ONLINE REVIEWS

SKU: 9789813100459

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Additional information

Full Title

OPINION ANALYSIS FOR ONLINE REVIEWS
Author(s)

Lin Yuming, Wang Xiaoling, Zhou Aoying
Edition
ISBN

9789813100459, 9789813100435
Publisher

World Scientific
Format

PDF and EPUB

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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