callcenter-simulator

Callcenter Simulator is a free, platform-independent program for the analysis of staffing requirements in a call center. The simulator uses event-oriented, stochastic simulation for the computation of the parameters.

https://github.com/a-herzog/callcenter-simulator

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 3 DOI reference(s) in README
  • Academic publication links
    Links to: springer.com, zenodo.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (15.4%) to scientific vocabulary

Keywords

call-centers callcenter callcenter-simulator desktop-app discrete-event-simulation event-driven queue queueing-theory simulation simulator stochastic-simulation
Last synced: 4 months ago · JSON representation ·

Repository

Callcenter Simulator is a free, platform-independent program for the analysis of staffing requirements in a call center. The simulator uses event-oriented, stochastic simulation for the computation of the parameters.

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  • Stars: 31
  • Watchers: 4
  • Forks: 11
  • Open Issues: 0
  • Releases: 7
Topics
call-centers callcenter callcenter-simulator desktop-app discrete-event-simulation event-driven queue queueing-theory simulation simulator stochastic-simulation
Created over 5 years ago · Last pushed 5 months ago
Metadata Files
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README.md

Callcenter Simulator

GitHub release (latest by date) GitHub GitHub All Releases DOI

(Deutsche Version dieser Readme.)

Callcenter Simulator is a free, platform-independent program for the analysis of staffing requirements in a call center. The simulator uses event-oriented, stochastic simulation for the computation of the parameters.

In order to estimate the necessary staffing levels in a complex call center system, formulas more than 100 years old are often still used, which do not represent many of the relevant characteristics of such a system at all and therefore not only provide biased results, but cannot be used at all for many what-if analyses. With the help of simulation it is possible to model a real call center system including all relevant properties and to determine all common parameters.

Model properties reflected by Callcenter Simulator

  • Varying rate of incoming calls throughout the day
  • Various types of customers
  • Different agent types (and thereby single and multi-skill)
  • Customer impatience and redialing
  • Optional change of customer type in case of a repetition (e.g. from call to e-mail)
  • Forwarding
  • Various customer priorities
  • Splitting of agents to different call centers (with different call prices etc.)

Model

Download

The Windows version can be installed with or without admin rights. The zip file version can be used on any platform without installation.


Features

Screenshot

Realistic planning and optimization


The often used Erlang-C formula does not take into account many parameters such as customer impatience, call repetitions, forwarding, etc., and therefore does not reflect the actual state very well and therefore does not allow any predictions about the effects of changes to the system.

Optimization of processes and workload


The simulation model maps the entire call center system including all special properties. This allows you to optimise staffing requirements in combination with other economic factors.

Modelling of multi-skill systems


Callcenter Simulator supports any number of agent groups with any skills. Multi-skill agents, forwarding of customers depending on the skill level of the serving agent, etc. can thus be easily mapped.

What-if studies


Many tools for personnel requirements planning rely on "historical data" or work "linearly". However, if you do not only want to simulate the past, and since the world is not linear, these do not provide any information about the influence that changes in the control strategy would have.

Further information and literature

Schematic diagram of the mapped call center model

Schematic diagram of the mapped call center model (pdf)


Textbook: "Callcenter – Analyse und Management" (in German)

A. Herzog: "Callcenter – Analyse und Management" (in German)

Citing "Callcenter – Analyse und Management" using BibTeX:

@book{herzog2017callcenter,
  title={Callcenter -- Analyse und Management},
  author={Herzog, Alexander},
  year={2017},
  publisher={Springer}
}

Owner

  • Name: Alexander Herzog
  • Login: A-Herzog
  • Kind: user
  • Location: Clausthal-Zellerfeld
  • Company: Simulationswissenschaftliches Zentrum Clausthal-Göttingen

Citation (CITATION.bib)

@book{herzog2017callcenter
  title={Callcenter - Analyse und Management - Modellierung und Optimierung mit Warteschlangensystemen},
  author={Herzog, Alexander},
  year={2017},
  publisher={Springer},
  location={Wiesbaden},
  doi={10.1007/978-3-658-18309-7}
}

@software{callcentersimulator,
  title={Callcenter-Simulator},
  author={Herzog, Alexander},
  year={2017},
  url={https://github.com/A-Herzog/Callcenter-Simulator},
  doi={10.5281/zenodo.12792568}
}

GitHub Events

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  • Fork event: 1
Last Year
  • Create event: 1
  • Release event: 1
  • Issues event: 4
  • Watch event: 5
  • Issue comment event: 4
  • Push event: 8
  • Fork event: 1

Dependencies

SimSystem/pom.xml maven
  • com.github.albfernandez:javadbf 1.13.2
  • commons-io:commons-io 2.11.0
  • org.apache.commons:commons-math3 3.6.1
  • org.apache.jena:jena-core 4.5.0
  • org.apache.logging.log4j:log4j-core 2.17.2
  • org.apache.poi:poi 5.2.2
  • org.apache.poi:poi-ooxml 5.2.2
  • org.apache.poi:poi-ooxml-full 5.2.2
  • org.odftoolkit:simple-odf 0.9.0
  • org.slf4j:slf4j-nop 1.7.36
  • org.xerial:sqlite-jdbc 3.39.2.0
  • xerces:xercesImpl 2.12.2
  • org.junit.jupiter:junit-jupiter-api 5.9.0 test
  • org.junit.jupiter:junit-jupiter-engine 5.9.0 test
SimTools/pom.xml maven
  • org.apache.pdfbox:pdfbox 2.0.26
  • org.apache.pdfbox:xmpbox 2.0.26
  • org.bidib.org.oxbow:swingbits 1.2.2
  • org.jfree:jfreechart 1.5.3
  • org.slf4j:slf4j-nop 1.7.36
  • simzentrum:simsystem [22.1,)
Simulator/pom.xml maven
  • com.formdev:flatlaf 2.3
  • com.gitee.l0km:nanohttpd 2.3.4
  • com.googlecode.gettext-commons:gettext-commons 0.9.8
  • org.commonmark:commonmark 0.19.0
  • org.commonmark:commonmark-ext-autolink 0.19.0
  • org.jdatepicker:jdatepicker 1.3.4
  • simzentrum:simsystem [20.1,)
  • simzentrum:simtools [20.1,)