DocumentCode
41450
Title
Automatic Detection and Resolution of Lexical Ambiguity in Process Models
Author
Pittke, Fabian ; Leopold, Henrik ; Mendling, Jan
Author_Institution
Inst. for Inf. Bus., WU Vienna, Vienna, Austria
Volume
41
Issue
6
fYear
2015
fDate
June 1 2015
Firstpage
526
Lastpage
544
Abstract
System-related engineering tasks are often conducted using process models. In this context, it is essential that these models do not contain structural or terminological inconsistencies. To this end, several automatic analysis techniques have been proposed to support quality assurance. While formal properties of control flow can be checked in an automated fashion, there is a lack of techniques addressing textual quality. More specifically, there is currently no technique available for handling the issue of lexical ambiguity caused by homonyms and synonyms. In this paper, we address this research gap and propose a technique that detects and resolves lexical ambiguities in process models. We evaluate the technique using three process model collections from practice varying in size, domain, and degree of standardization. The evaluation demonstrates that the technique significantly reduces the level of lexical ambiguity and that meaningful candidates are proposed for resolving ambiguity.
Keywords
computational linguistics; grammars; natural language processing; software engineering; automated fashion; automatic analysis technique; automatic detection; automatic resolution; control flow; homonyms; lexical ambiguity; process model collection; quality assurance; structural inconsistency; synonyms; system-related engineering task; terminological inconsistency; textual quality; Business; Context; Manuals; Natural languages; Object oriented modeling; Unified modeling language; Vectors; Business Process Models; Identification of Lexical Ambiguity; Identification of lexical ambiguity; Resolution of Lexical Ambiguity; business process models; resolution of lexical ambiguity;
fLanguage
English
Journal_Title
Software Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0098-5589
Type
jour
DOI
10.1109/TSE.2015.2396895
Filename
7027184
Link To Document