Title
Model management systems: a survey
Abstract
This paper provides a survey of model management literature within the mathematical modeling domain. The first part of the survey is a review and a summary of the literature. After giving some basic definitions of modeling, modeling life cycle, and model management, two representative algebraic modeling languages followed by three approaches to modeling are introduced. These approaches are database, graph-based, and knowledge-based. The discussion is followed by a review of two specialized model management systems. The second part of the survey is a categorization of various modeling systems based on the modeling functions they provide and some of their features. These functions include life cycle support and model base administration. The degree of model independence provided by model management systems and the implemented environment systems is also summarized. The last part of the paper provides directions for future research.
Year
DOI
Venue
1992
10.1007/BF02283650
Annals of Operations Research
Keywords
Field
DocType
Model management systems,mathematical programming,modeling languages,model formulation
Categorization,Data modeling,Conceptual model,Computer science,Process modeling,Modeling language,Systems modeling,Modeling perspective,Data model,Management science
Journal
Volume
Issue
Citations 
38
1-4
12
PageRank 
References 
Authors
0.81
33
4
Name
Order
Citations
PageRank
Anandhi Bharadwaj1125248.21
Joobin Choobineh226561.92
Amber Lo3121.49
Bala Shetty427429.50