Title :
Domain ontology based class diagram generation from functional requirements
Author :
Jyothilakshmi, M.S. ; Samuel, Paulson
Author_Institution :
Dept. of Comput. Sci., Cochin Univ. of Sci. & Technol., Kochi, India
Abstract :
Domain ontology formally represents knowledge as a set of concepts within a domain, and the relationships among those concepts. This paper proposes a method to generate class diagram from functional requirement specification which is written in natural language by using Domain ontology and Natural language processing techniques. Major steps in this method are identification of nouns and verbs from requirement specification statements and linking them with the ontology. From the ontology we get information about core concepts and relationships among those concepts. Thus domain ontology helps in the identification of classes, attributes and relationships for the particular domain for which the system is to be developed.
Keywords :
formal specification; knowledge representation; natural language processing; ontologies (artificial intelligence); class diagram; domain ontology based class diagram generation; functional requirement specification statement; knowledge representation; natural language processing techniques; noun identification; verb identification; Decision support systems; Intelligent systems; Domain Ontology; Natural language processing UML Class Diagram;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-5117-1
DOI :
10.1109/ISDA.2012.6416568