Towards Automatic Establishment of Model Dependencies Using Formal Concept Analysis

tion and alteration of software models at different levels of abstraction. These modifications are usually performed independently, but the objects to which they are applied to, are in most cases mutually dependent. Inconsistencies and drift among related artifacts may be created if the effects of an alteration are not properly identified, recorded, and propagated in other dependent models. For large systems, it is possible that there is a considerable number of such model dependencies, for which manual extraction is not feasible. In this paper, we introduce an approach for automating the identification and encoding of dependence relations among software models and their elements. The proposed dependency extraction technique first uses association rules to s between models at different levels of abstraction. Formal concept analysis is then used to identify clusters of model elements that pertain to similar or associated concepts. Model elements that cluster together are considered rela...

• Type: Journal
• Year: 2006
• Where: IJSEKE
• Authors: Igor Ivkovic, Kostas Kontogiannis
• Keywords: Dependency Extraction Technique, Dependent Models, IJSEKE 2006, Software Models