ISBN: 978-981-11-3671-9 DOI: 10.18178/wcse.2017.06.109
Measuring Interrogative and Negative Opinion Expression in Social Media Sentences
Abstract— Measuring of interrogative and negative expression in social media sentences is a task to
judge users’ opinion about objects. With the emerging of big data, it becomes difficult to obtain
accurate opinion judgement with low cost. To solve this problem, we present a method synthetizing
linguistic rules and statistical learning. Both single-word and multi-word patterns are used in rules and
machine learning process. The synsthized method succeed the rule-based and statistical method
independetaly in a real task on large scale microblog corpus.
Index Terms— Opinion measuring, Interrogative expression, Negative expression, Social media.
Qiang Gu, Xuejun Yu, Ye Li, Yiqun Zhu, Guorui Cao
State Grid Tianjin Electric Power Research Institute, CHINA
Tianjin University, CHINA
Cite: Qiang Gu, Xuejun Yu, Ye Li, Yiqun Zhu, Guorui Cao, Bo Wang, "Measuring Interrogative and Negative Opinion Expression in Social Media Sentences," Proceedings of 2017 the 7th International Workshop on Computer Science and Engineering, pp. 627-631, Beijing, 25-27 June, 2017.