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

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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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Idioma Inglés ● Formato PDF ● Páginas 128 ● ISBN 9789813100459 ● Tamaño de archivo 2.5 MB ● Editorial World Scientific Publishing Company ● Ciudad Singapore ● País SG ● Publicado 2016 ● Descargable 24 meses ● Divisa EUR ● ID 4914790 ● Protección de copia Adobe DRM

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