Title :
On Building an Integrated and Generic Platform for Software Quality Evaluation
Author :
Sack, P. M Oum Oum ; Bouneffa, Mourad ; Maweed, Yahya ; Basson, Henri
Author_Institution :
Lab. d´´Informatique du Littoral, Maison de la Recherche Blaise Pascal, Calais
Abstract :
In this paper, we introduce an approach and tools dealing with the software quality modelling and evaluation. The approach is based on the use of both the model transformation and the machine learning. We first define a software quality ontology formalised by an UML class diagram. The ontology serves then as a quality meta-model that must be instantiated to produce quality models for specific domains or projects. The instantiation is achieved by the combination of the model transformation implemented by graph rewriting rules and the machine learning aiming at discover specific relationships relating the software quality concepts. The approach is implemented by a platform based on the use of GXL(graph exchange language) and AGG that is a graph rewriting system
Keywords :
graph grammars; learning (artificial intelligence); ontologies (artificial intelligence); rewriting systems; software performance evaluation; software quality; UML class diagram; graph exchange language; graph rewriting system; machine learning; quality meta-model; software model transformation; software quality evaluation; software quality ontology; Decision trees; Humans; Machine learning; Ontologies; Software engineering; Software measurement; Software quality; Unified modeling language; Usability; Virtual manufacturing; GXL; Software quality; graph rewriting; machine learning; model transformation;
Conference_Titel :
Information and Communication Technologies, 2006. ICTTA '06. 2nd
Conference_Location :
Damascus
Print_ISBN :
0-7803-9521-2
DOI :
10.1109/ICTTA.2006.1684868
