OPINION ANALYSIS FOR ONLINE REVIEWS by Aoying Zhou ( 9789813100435 )

Item Details

Title:

OPINION ANALYSIS FOR ONLINE REVIEWS

By:

Aoying Zhou

Format:

Hardback

List price:

£98.00

Our price:

£88.20

Discount:

10% off

You save:

£9.80

ISBN 10:

9813100435

ISBN 13:

9789813100435

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Publisher:

WORLD SCIENTIFIC PUBLISHING CO PTE LTD

Pub. date:

28 July, 2016

Series:

East China Normal University Scientific Reports 4

Pages:

128

Synopsis:

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.

Publication:

Singapore

Imprint:

World Scientific Publishing Co Pte Ltd

Returns:

Returnable

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