Research on the Challenges and Solutions of Design Large-Scale Call Center Intelligent Scheduling System

被引:2
作者
Li, Mengxing [1 ]
Huang, Li [1 ]
Gong, Lunfeng [1 ]
机构
[1] Hunan City Univ, Dept Phys & Telecommun, Yiyang 413000, Hunan, Peoples R China
来源
CEIS 2011 | 2011年 / 15卷
关键词
call center; neural network; particle swarm optimization; dynamic link library; intelligent scheduling;
D O I
10.1016/j.proeng.2011.08.442
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main problems of the design of large-scale call center intelligent scheduling system were given firstly; we proposed and testified that using four BP Neural Network models separately in different time buckets can improve the precision of telephone traffic greatly. And the problems of the classes who have discontinuous working time when applied in Particle Swarm Optimization (PSO) were addressed in this paper. The critical codes were protected by encapsulation as dynamic link library (DLL), the difficulties of using Java Native Access calling C++ codes in java environment were solved too. Practices showed that the large-scale calling center intelligent scheduling system can allocate the human resources scientifically, improve the standard of service and productivity greatly. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [CEIS 2011]
引用
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页数:5
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