Catalog > Sciences > Computer Science > Yuming Lin & Xiaoling Wang: OPINION ANALYSIS FOR ONLINE REVIEWS (PDF)

Yuming Lin & Xiaoling Wang
OPINION ANALYSIS FOR ONLINE REVIEWS [PDF ebook]

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Cover of Yuming Lin & Xiaoling Wang: OPINION ANALYSIS FOR ONLINE REVIEWS (PDF)

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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Language English ● Format PDF ● Pages 128 ● ISBN 9789813100459 ● File size 2.5 MB ● Publisher World Scientific Publishing Company ● City Singapore ● Country SG ● Published 2016 ● Downloadable 24 months ● Currency EUR ● ID 4914790 ● Copy protection Adobe DRM

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