Title :
A case-based reasoning approach in network traffic control
Author :
Caulier, Patrice ; Houriez, Bernard
Author_Institution :
LAMIH, Valenciennes Univ., Valenciennes, France
Abstract :
This paper presents a methodological approach based on knowledge acquisition (KA) and case-based reasoning (CBR) to design a decision support system based on solved incident cases reusing in continuous control domain. The specific domain to which we are applying KA and CBR is the control of traffic flow in the standard urban public switched telephone network of the Ile de France. Main research objective is to place at the network managers disposal an intelligent tool designed to capitalize and reuse past solved incident cases in order to assist them in their diagnosis and decision making activities. This methodological approach is developed within an interdisciplinary research cooperation supported by the CNET (France Telecom Research Center) and the CNRS (French National Board for Scientific Research)
Keywords :
case-based reasoning; decision support systems; knowledge acquisition; knowledge based systems; telecommunication computing; telecommunication control; telecommunication network management; telecommunication traffic; telephone networks; telephone traffic; telephony; CNET; CNRS; France Telecom Research Center; French National Board for Scientific Research; Ile de France; case-based reasoning; continuous control domain; decision support system; knowledge acquisition; public switched telephone network; telephone network traffic control; traffic flow; Communication system traffic control; Control systems; Decision making; Decision support systems; Intelligent networks; Knowledge acquisition; Telecommunications; Telephony; Traffic control; Waste management;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.537973
