Domain-specific sentiment classification via fusing sentiment knowledge from multiple sources
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- 作者：Fangzhao Wu ; a ; b ; wfz12@mails.tsinghua.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Yongfeng Huanga ; b ; Zhigang Yuana ; b
- 关键词：Sentiment classification ; Information fusion ; Domain adaptation
- 刊名：Information Fusion
- 出版年：2017
- 出版时间：May 2017
- 年：2017
- 卷：35
- 期：Complete
- 页码：26-37
- 全文大小：1016 K
文摘
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Extract and fuse four kinds of sentiment knowledge from multiple sources.
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A unified model to fuse knowledge for domain-specific sentiment classification.
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An efficient algorithm to solve the model of our approach.
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Extensive experiment results validate effectiveness and efficiency of our approach.