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Opinion Analysis For Online Reviews

Af: Aoying Zhou, Yuming Lin, Xiaoling Wang Engelsk Paperback

Opinion Analysis For Online Reviews

Af: Aoying Zhou, Yuming Lin, Xiaoling Wang Engelsk Paperback
Tjek vores konkurrenters priser

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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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.

Produktdetaljer
Sprog: Engelsk
Sider: 128
ISBN-13: 9789813100442
Indbinding: Paperback
Udgave:
ISBN-10: 9813100443
Udg. Dato: 28 jul 2016
Længde: 9mm
Bredde: 307mm
Højde: 210mm
Forlag: World Scientific Publishing Co Pte Ltd
Oplagsdato: 28 jul 2016
Forfatter(e) Aoying Zhou, Yuming Lin, Xiaoling Wang


Kategori Datafangst og dataanalyse


ISBN-13 9789813100442


Sprog Engelsk


Indbinding Paperback


Sider 128


Udgave


Længde 9mm


Bredde 307mm


Højde 210mm


Udg. Dato 28 jul 2016


Oplagsdato 28 jul 2016


Forlag World Scientific Publishing Co Pte Ltd

Kategori sammenhænge