Opinion Analysis For Online Reviews
Author:   Yuming Lin (Guilin Univ Of Electronic Technology, China) ,  Xiaoling Wang (East China Normal Univ, China) ,  Aoying Zhou (East China Normal Univ, China)
Publisher:   World Scientific Publishing Co Pte Ltd
Volume:   4
ISBN:  

9789813100435


Pages:   128
Publication Date:   28 July 2016
Format:   Hardback
Availability:   In Print   Availability explained
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Opinion Analysis For Online Reviews


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Overview

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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Author:   Yuming Lin (Guilin Univ Of Electronic Technology, China) ,  Xiaoling Wang (East China Normal Univ, China) ,  Aoying Zhou (East China Normal Univ, China)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Volume:   4
Dimensions:   Width: 15.20cm , Height: 1.50cm , Length: 23.10cm
Weight:   0.408kg
ISBN:  

9789813100435


ISBN 10:   9813100435
Pages:   128
Publication Date:   28 July 2016
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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