Title
Towards More Expressive Problem Structuring: A Theoretical Conceptualization of 'Problem' in the Context of Enterprise Modeling
Abstract
Dealing with ill-structured problems is a central responsibility of the manager operating in a business environment of complexity and ambiguity. To assist in problem structuring, a number of problem structuring methods have been developed in the field of operations research. But the modeling approaches incorporated in existing problem structuring methods lack semantic expressiveness, syntactical precision, and domain-specific modeling concepts. In contrast, the field of enterprise modeling offers a range of semantically rich domain-specific modeling languages. In this paper, we report on work towards a more expressive problem structuring method that integrates insights from theoretical problem solving research, core assumptions of the field of problem structuring methods, and modeling languages from the field of enterprise modeling. Specifically, we present results of a conceptual study of theoretical views of the concept of a problem, we present a meta model conceptualization of 'problem' in the context of enterprise modeling, and we illustrate the practical use of the proposed meta model with a case study. The presented conceptualization contributes to the field of enterprise modeling by offering a more nuanced 'problem' modeling concept than is currently available, and by constituting progress towards a problem structuring method that is more expressive and versatile than existing approaches.
Year
DOI
Venue
2018
10.1109/CBI.2018.00013
2018 IEEE 20th Conference on Business Informatics (CBI)
Keywords
Field
DocType
Problem Solving,Problem Structuring,Problem Structuring Method,Enterprise Modeling,Domain Specific Modeling Languages
Modeling language,Business environment,Conceptualization,Enterprise modelling,Context model,Structuring,Ambiguity,Management science,Metamodeling
Conference
Volume
ISSN
ISBN
01
2378-1963
978-1-5386-7017-0
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Alexander Bock1163.29
Dmitry Kudryavtsev2115.41
Miroslav Kubelskiy300.34