Intelligent Text Mining Based Financial Risk Early Warning System

Wang, K. Q.; Wu, Q. K.; Mao, H. Y.; Zhou, M. B.; Jiang, K.; Zhu, X. P.; Yang, L.; Wang, T.; Wang, H. Q.

10.1109/ICISCE.2015.68

2015

2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015

279-281

Shanghai, China

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

With increasing risks faced by financial firms and markets, text mining is playing more and more important role. However, because of the complexity between a text and the consequences caused by the text, it is hard for traditional text mining techniques to meet the needs. In order to solve this problem, we focus on the employment of intelligent agents to enhance the capability of text analysis. In our system, various classes of intelligent agents are proposed for financial risk early warning. The text mining agent gives influence measurement, the relationship agent generates relationship measurement between the text and the target, and the reliability agent measures whether the text is trustable or not. Collaboration within such agents is able to produce more effective and accurate early warning messages.

Knowledge Engineering Intelligent Systems Text Mining

第一 ; 通讯

英语

CPCI-S ; EI

Engineering

Engineering, Electrical & Electronic

WOS:000380392400060

20153201154541

Finance ; Intelligent agents ; Intelligent systems ; Knowledge engineering

Data Processing and Image Processing:723.2 ; Artificial Intelligence:723.4

Web of Science

South Univ Sci & Technol China, Dept Financial Math & Financial Engn, Shenzhen, Peoples R China

Wang, K. Q.,Wu, Q. K.,Mao, H. Y.,et al. Intelligent Text Mining Based Financial Risk Early Warning System[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2015:279-281.