Markov chain models of a telephone call center with call blending

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Markov chain models of a telephone call center with call blending

GERAD and Département d’Informatique et de Recherche Opérationnelle Université de Montréal, C.P. 6128, Succ. Centre-Ville Montréal, H3C 3J7, CANADA *Department of Industrial Engineering, Faculty of Engineering Kasetsart University, Bangkok, THAILAND †School of Business, University of Alberta, Edmonton, Alberta, T6G 2R6, CANADA [email protected][email protected] • fengj...

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Accurate forecasting of call arrivals is critical for staffing and scheduling of a telephone call center. We develop methods for day-to-day and dynamic within-day forecasting of incoming call volumes. Our approach is to treat the intra-day call volume profiles as a highdimensional vector time series. We propose to first reduce the dimensionality by singular value decomposition of the matrix of ...

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Stochastic Data Analysis and Modeling of a Telephone Call Center

In this paper, stochastic data models for the arrival process of a call center are investigated. Comprehensive analysis of real-life call center data revealed several problems with modeling arrival processes. The high uncertainty in the arrival counts during different time intervals and the strong correlation between arrivals counts in consecutive time periods show that using popular models are...

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Modeling Daily Arrivals to a Telephone Call Center

W develop stochastic models of time-dependent arrivals, with focus on the application to call centers. Our models reproduce three essential features of call center arrivals observed in recent empirical studies: a variance larger than the mean for the number of arrivals in any given time interval, a time-varying arrival intensity over the course of a day, and nonzero correlation between the arri...

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A queueing model for call blending in call centers

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ژورنال

عنوان ژورنال: Computers & Operations Research

سال: 2007

ISSN: 0305-0548

DOI: 10.1016/j.cor.2005.06.019