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.
- ISBN:
- 9789813100435
- 9789813100435
-
Category:
- Data capture & analysis
- Format:
- Hardback
- Publication Date:
-
28-07-2016
- Publisher:
- World Scientific Publishing Co Pte Ltd
- Country of origin:
- Singapore
- Pages:
- 128
- Dimensions (mm):
- 231x152x15mm
- Weight:
- 0.41kg
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