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OverviewThis 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. Full Product DetailsAuthor: 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: 1.00cm , Length: 22.90cm Weight: 0.295kg ISBN: 9789813100442ISBN 10: 9813100443 Pages: 128 Publication Date: 28 July 2016 Audience: College/higher education , Professional and scholarly , Tertiary & Higher Education , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: In Print ![]() 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. Table of ContentsReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |