Opinion Analysis For Online Reviews

 在线评论的观点分析 

 Lin Yuming 

丛书名：East China Normal University Scientific Reports

中图分类号：TP3

语种：ENG

出版信息：World Scientific Publishing Company 2016 126页

EISBN：9789813100459

PISBN-P：9789813100435 

内容简介

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. 

主题词

Computer Sciencedatabasesinformation Sciences