Title :
The influence of the level of abstraction on the evolvability of conceptual models of information systems
Author_Institution :
Dept. of Manage. Inf. Syst., Antwerp Univ., Belgium
Abstract :
Over the years, we have seen an increase in the level of abstraction used in building software. Academic and practitioners´ literature contains numerous but vague claims that software based on abstract conceptual models (such as analysis and design patterns, frameworks and software architectures) has evolvability advantages. Our study validates these claims. We investigate evolvability at the analysis level, i.e. at the level of the conceptual models that are built of information systems (e.g. UML-models). More specifically, we focus on the influence of the level of abstraction of the conceptual model on the evolvability of the model. Hypotheses were tested with regard to whether the level of abstraction influences the time needed to apply a change, the correctness of the change and the structure degradation incurred. Two controlled experiments were conducted with 136 subjects. Correctness and structure degradation were rated by human experts. Results indicate that, for some types of change, abstract models are better evolvable than concrete ones. Our results provide insight into how the rather vague claims in literature should be interpreted.
Keywords :
Unified Modeling Language; formal specification; formal verification; object-oriented programming; software architecture; software maintenance; software prototyping; abstract conceptual models; abstraction level; analysis level; design patterns; information systems; software architectures; software building; software evolvability; structure degradation; Buildings; Concrete; Context modeling; Degradation; Information analysis; Information systems; Management information systems; Object oriented modeling; Pattern analysis; Software architecture;
Conference_Titel :
Empirical Software Engineering, 2004. ISESE '04. Proceedings. 2004 International Symposium on
Print_ISBN :
0-7695-2165-7
DOI :
10.1109/ISESE.2004.1334890