Title :
The Design of Automatic Classification System of Integrated Emergency Response System
Author :
Cheng, Yang ; Li, Zhishu ; Wang, Hongjun ; Zhou, Peng ; Zhou, Wei
Author_Institution :
Sch. of Comput. Sci., Sichuan Univ., Chengdu
Abstract :
In this article an alarm information automatic classification system has been designed according to the situation that almost all alarm information in integrated emergency response system have been classified manually. The automatic classification system could make correct and rapid classification of the unstructured alarm information, and because it is unnecessary to do manual intervention in this classification system, it becomes simpler and quicker to perform the classifying process, and further more the effects caused by man´s subjective factors on the part classification are avoided. So the system will be useful to integrated emergency response system and provide enough support to the management of alarm information and the choice of preparedness.
Keywords :
Bayes methods; classification; disasters; emergency services; text analysis; alarm information; automatic text classification system design; disaster control; integrated emergency response system; naive Bayes algorithm; Automatic control; Cities and towns; Classification algorithms; Communication system control; Communication system software; Computer science; Control systems; Disaster management; Information management; Mathematical model; alarm information; automatic classification system; integrated emergency response system;
Conference_Titel :
Communication Software and Networks, 2009. ICCSN '09. International Conference on
Conference_Location :
Macau
Print_ISBN :
978-0-7695-3522-7
DOI :
10.1109/ICCSN.2009.146