业务劳动力管理中的需求预测

M. Shah, G. Owusu, C. Voudouris
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引用次数: 3

摘要

我们讨论了在各个层面进行野战部队预测所面临的挑战。本文叙述了从障碍和观测角度设计预测模型的过程。我们已经测试和比较了各种方法和准确性,以得出一种既能提供更好的准确性又能实现更流畅的方法。本文试图让读者意识到实际的困难,并展示如何在开发预测模型中融合商业智能和统计知识。利用季节分解和Winter模型的结论方法在应用上有其独特之处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Demand Forecasting in Operational Workforce Management
We discuss the challenges faced in carrying out field force forecasting at various levels. The paper narrates the process of designing forecasting models with an eye over obstacles and observations. We have tested and compared various methods and accuracies to conclude with an approach that provides both, better accuracies and smoother implementation. The paper attempts to make the reader aware of practical difficulties and demonstrate how to amalgamate business intelligence and statistical knowledge in developing Forecasting Models. The concluding approach of using seasonal decomposition along with Winter's model is distinct in application.
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