DocumentCode
2061500
Title
Intelligent multi-agent system for information monitoring
Author
Darwish, Saad M. ; El-Sherbiny, Mohamed M. ; Shenawy, Amr El
Author_Institution
Dept. of Inf. Technol., Inst. of Grad. Studies & Res. (IGSR), Alexandria, Egypt
fYear
2010
fDate
Nov. 29 2010-Dec. 1 2010
Firstpage
1436
Lastpage
1441
Abstract
Information monitoring is a very essential activity for management, control and decision making in various applications. This paper proposes an intelligent system for monitoring information sources that consists of many adaptive agents cooperate with each other in order to monitor every information item updates at the right time without over loading of system resources. The main key of the presented system is the using of data mining approach to find information updates depending on the update behavior of each item and the relations between items updates. An experiment to investigate the performance of the proposed system is conducted by simulating real-world operations of financial management in merchandise trading transactions. Experimental results show that the proposed system detects more updates in a timely manner by incurring less extra loading to the related information servers and the communication channels.
Keywords
data mining; financial data processing; information management; multi-agent systems; adaptive agents; data mining; financial management; information source monitoring; intelligent multiagent system; merchandise trading transactions; Data Mining; Monitoring; Multi-agent system; intelligent agent;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location
Cairo
Print_ISBN
978-1-4244-8134-7
Type
conf
DOI
10.1109/ISDA.2010.5687112
Filename
5687112
Link To Document