A framework for opinion question answering

Peng Jiang*, Hongping Fu, Chunxia Zhang, Zhendong Niu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

5 引用 (Scopus)

摘要

Question answering is a useful task to help people seek the knowledge of what they want to know. Previous study mainly focuses on factoid question answering, which serves the needs to answer factual questions. Due to rapidly increasing scale of user generated contents on the Web, people are more interested in opinion questions that can reflect others' opinions. In this paper, we propose a framework for opinion question answering by combining opinion mining with traditional question answering methods. Besides, we use question-answer opinion patterns to extract and rank candidate answers from text snippets. Experimental results on TREC Blog08 dataset reveal the potential of our framework.

源语言英语
主期刊名Proc. - 6th Intl. Conference on Advanced Information Management and Service, IMS2010, with ICMIA2010 - 2nd International Conference on Data Mining and Intelligent Information Technology Applications
424-427
页数4
出版状态已出版 - 2010
活动6th International Conference on Advanced Information Management and Service, IMS2010, with 2nd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA2010 - Seoul, 韩国
期限: 30 11月 20102 12月 2010

出版系列

姓名Proc. - 6th Intl. Conference on Advanced Information Management and Service, IMS2010, with ICMIA2010 - 2nd International Conference on Data Mining and Intelligent Information Technology Applications

会议

会议6th International Conference on Advanced Information Management and Service, IMS2010, with 2nd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA2010
国家/地区韩国
Seoul
时期30/11/102/12/10

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