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 :
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