Fast detection of exact clones in business process model repositories
Dumas, Marlon, Garcia-Banuelos, Luciano, La Rosa, Marcello, & Uba, Reina (2013) Fast detection of exact clones in business process model repositories. Information Systems, 38(4), pp. 619-633.
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As organizations reach higher levels of business process management maturity, they often find themselves maintaining very large process model repositories, representing valuable knowledge about their operations. A common practice within these repositories is to create new process models, or extend existing ones, by copying and merging fragments from other models. We contend that if these duplicate fragments, a.k.a. ex- act clones, can be identified and factored out as shared subprocesses, the repository’s maintainability can be greatly improved. With this purpose in mind, we propose an indexing structure to support fast detection of clones in process model repositories. Moreover, we show how this index can be used to efficiently query a process model repository for fragments. This index, called RPSDAG, is based on a novel combination of a method for process model decomposition (namely the Refined Process Structure Tree), with established graph canonization and string matching techniques. We evaluated the RPSDAG with large process model repositories from industrial practice. The experiments show that a significant number of non-trivial clones can be efficiently found in such repositories, and that fragment queries can be handled efficiently.
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|Item Type:||Journal Article|
|Keywords:||clone, process model, exact match, index|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > DATA FORMAT (080400) > Data Structures (080403)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600)
|Divisions:||Current > Schools > School of Information Systems
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2012 Elsevier|
|Copyright Statement:||This is the author’s version of a work that was accepted for publication in Information Systems. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Information Systems, [VOL 38, ISSUE 4, (2013)] DOI: 10.1016/j.is.2012.07.002|
|Deposited On:||28 Mar 2012 22:01|
|Last Modified:||07 Sep 2016 03:46|
Available Versions of this Item
Clone Detection in Repositories of Business Process Models. (deposited 02 Dec 2010 23:29)
Clone detection in repositories of business process models. (deposited 21 Mar 2011 00:05)
- Fast detection of exact clones in business process model repositories. (deposited 28 Mar 2012 22:01) [Currently Displayed]
- Clone detection in repositories of business process models. (deposited 21 Mar 2011 00:05)
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