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Opinion Analysis for Online Reviews (in English)
Yuming Lin
(Author)
·
Xiaoling Wang
(Author)
·
World Scientific Publishing Company
· Paperback
Opinion Analysis for Online Reviews (in English) - Lin, Yuming ; Wang, Xiaoling ; Zhou, Aoying
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Synopsis "Opinion Analysis for Online Reviews (in English)"
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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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
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