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Using expert system and KDD in optimization of mobile network

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2 Author(s)
Wu Jing ; Dept. of Electron. Eng., Beijing Univ. of Posts & Telecommun., China ; Junde Song

Optimization of the mobile network is becoming important to both operators and vendors. Although there have been many software packages for optimization, they are always based on the use of CAD. In this article, the theory of AI (artificial intelligence) is introduced into the optimization software. The kernel is an expert system, which uses the knowledge of an expert to solve the problems in some special fields. The knowledge discovery from data base (KDD) is also used to update the knowledge. The structure of the expert system is described, and the data handling integrated in the system as well as the fuzzy logic to handle uncertainty are all shown. The steps of the KDD process and the mining algorithm are both given

Published in:

Info-tech and Info-net, 2001. Proceedings. ICII 2001 - Beijing. 2001 International Conferences on  (Volume:2 )

Date of Conference: