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
fDate :
Nov. 29 2010-Dec. 1 2010
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;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2010 10th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-8134-7
DOI :
10.1109/ISDA.2010.5687112