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

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Copertina de 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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Limba Engleză ● Format PDF ● Pagini 128 ● ISBN 9789813100459 ● Mărime fișier 2.5 MB ● Editura World Scientific Publishing Company ● Oraș Singapore ● Țară SG ● Publicat 2016 ● Descărcabil 24 luni ● Valută EUR ● ID 4914790 ● Protecție împotriva copiilor Adobe DRM

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Yuming Lin Xiaoling Wang Aoying Zhou

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