DocumentCode :
3031188
Title :
Hybrid simulation decision support system for university management
Author :
Robledo, Luis F. ; Sepulveda, Johanna ; Archer, Sandra
Author_Institution :
Ind. Eng. & Manage. Syst., Univ. of Central Florida, Orlando, FL, USA
fYear :
2013
fDate :
8-11 Dec. 2013
Firstpage :
2066
Lastpage :
2075
Abstract :
Decision support systems for university management have experienced limited improvements in the incorporation of new cutting-edge techniques. Decision-makers have used traditional forecasting methods to base their decisions in order to maintain financially affordable programs and keep universities competitive for the last few decades. We propose a new approach for enrollment modeling that would include all levels integrated into a unique and complete platform allowing hybrid simulation to respond to the decision-maker´s needs. This simulation model considers the use of System Dynamics and Agent-based simulation, which allows the representation of the general enrollment process at the University level, and enrollment, retention and major´s selection at the Department level. This approach allows lower level to predict more accurately the amounts of students for next term or year, faculty hiring, and class or labs assignment, and resource allocation among others.
Keywords :
decision making; decision support systems; digital simulation; educational administrative data processing; educational institutions; agent-based simulation; class assignment; cutting-edge techniques; decision-maker needs; department level; enrollment modeling; enrollment process; faculty hiring; financially affordable programs; forecasting methods; hybrid simulation decision support system; labs assignment; major selection; resource allocation; simulation model; system dynamics; university level; university management; Computational modeling; Data models; Decision support systems; Educational institutions; Mathematical model; Planning; Predictive models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Simulation Conference (WSC), 2013 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-2077-8
Type :
conf
DOI :
10.1109/WSC.2013.6721584
Filename :
6721584
Link To Document :
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