OPINION ANALYSIS FOR ONLINE REVIEWS

OPINION ANALYSIS FOR ONLINE REVIEWS

OPINION ANALYSIS FOR ONLINE REVIEWS

Aoying Zhou / LIN YUMING / Xiaoling Wang / XIAOLING WANG & AOYING ZHOU YUMING LIN

126,14 €
IVA incluido
Disponible
Editorial:
World Scientific Publishing Co Pte Ltd
Año de edición:
2016
ISBN:
9789813100435
126,14 €
IVA incluido
Disponible

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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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