预测拨号算法的优化

S. Fourati, S. Tabbane
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引用次数: 1

摘要

企业对外呼叫中心在客户关系管理(CRM)和市场营销中发挥着重要的作用。采用预测拨号系统的呼出呼叫中心通过动态生成呼出话务量来提高工作效率和服务水平。提出了一种在呼出率和座席占用之间进行权衡的算法,以最大限度地减少客户的排队等待时间。在本文中,我们对该算法的性能进行了优化。该系统采用分析方法确定呼叫产生的频率。通过模拟进行了评价。我们还建立了一个连续时间马尔可夫链(CTMC)来根据一些关键参数来说明系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of a Predictive Dialing Algorithm
Most of enterprises rely on the outbound call centers which play a very important role in Customer Relationship Management (CRM) and marketing. Outbound Calls centers that employ predictive dialing system obtain greater productivity and higher service levels by dynamically generating outbound traffic. An algorithm is proposed to provide a trade-off between outbound dialing rate and agent occupation in order to minimize customer’s waiting time in the queue. In this paper, we optimize the performance of the presented algorithm. The proposed system uses an analytical method for determining the frequency of calls generation. Evaluations are conducted by means of simulations. We also developed a continuous-time Markov chain (CTMC) to illustrate the system’s performances according to some key parameters.
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