Review of intelligent microblog short text processing

被引:2
作者
Huang, Wei [1 ,2 ]
Li, Zongke [1 ]
Zhang, Libiao [3 ]
Li, Yuefeng [3 ]
机构
[1] Hubei Univ Technol, Sch Econ & Management, Wuhan 430064, Hubei, Peoples R China
[2] Wuhan Univ Technol, Sch Management, Wuhan 430072, Hubei, Peoples R China
[3] Queensland Univ Technol, Sch Elect Engn & Comp Sci, Brisbane, Qld 4001, Australia
基金
中国国家自然科学基金;
关键词
Microblog; short text; text classification; text clustering; sentiment analysis; topic detection;
D O I
10.3233/WEB-160340
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article summarizes the research methods for processing short texts in the microblog, one of the most popular social media sites, analyzes the bottleneck problems and challenging issues, and discusses the possible direction and strategies for solving the above problems. Comprehensive literature review on short text processing has also been conducted by the way of case tracking and case studies. Text categorization and text clustering are the main research methods for processing short texts in microblogs, and topic detection, sentiment analysis, smart healthcare, business intelligence and location services are hot topics for the application of these methods. We also found some challenges for processing microblog short texts, including semantic processing, noise reduction, clarification of fuzzy themes and handling big data. The real-time online processing of big data is expected to be the main research direction in the future.
引用
收藏
页码:211 / 228
页数:18
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