Title :
From Requirements Documents to System Models: A Tool for Interactive Semi-Automatic Translation
Author_Institution :
Fak. fuer Inf., Tech. Univ. Muenchen, Garching, Germany
fDate :
Sept. 27 2010-Oct. 1 2010
Abstract :
Natural language is the main presentation means in industrial requirements documents. This leads to the fact that requirements documents are often incomplete and inconsistent. Despite the fact that documents are mostly written in natural language, natural language processing (NLP) is barely used in industrial requirements engineering. The presented paper shows, how a natural language processing (NLP) approach can be integrated in a CASE tool. This enables the integrated tool to learn on the fly, which grammatical construction represents which model element. A valuable side effect of the proposed integration is tracing between the textual document and the constructed model. The presented integrated tool was evaluated in several case studies that have shown practical applicability of the tool.
Keywords :
computer aided software engineering; document handling; formal specification; formal verification; language translation; natural language processing; systems analysis; CASE tool; grammatical construction; industrial requirements document; interactive semiautomatic translation; natural language; natural language processing; system model; textual document; Computational modeling; Context modeling; Data mining; Data models; Manuals; Natural language processing; Training data; natural language processing; requirements analysis; system modeling;
Conference_Titel :
Requirements Engineering Conference (RE), 2010 18th IEEE International
Conference_Location :
Sydney, NSW
Print_ISBN :
978-1-4244-8022-7