NDLI: Employing issues and commits for in-code sentence based use case identification and remodularization

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Employing issues and commits for in-code sentence based use case identification and remodularization

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Employing issues and commits for in-code sentence based use case identification and remodularization

Content Provider	ACM Digital Library
Author	Bystrický, Michal Berta, Peter Krempaský, Michal Vranić, Valentino
Abstract	Use case driven modularization improves code comprehension and maintenance and provides another view on software alongside object-oriented modularization. However, approaches enabling use case driven modularization require to modularize code manually. In this paper, we propose an approach to employing issues and commits for in-code sentence based use case identification and remodularization. The approach aims at providing use case based perspective on the existing code. The sentences of use case steps are compared to sentences of issue descriptions, while the sentences generated from the source code of issue commits are compared to sentences generated from the corresponding methods in source code in order to quantify the similarity between use case steps and methods in source code using different similarity calculation algorithms. The resulting level of similarity is used to remodularize source code according to use cases. We conducted a study on the OpenCart open source e-shop employing 16 use cases. The approach achieved the recall of 3.37% and precision of 75%. The success of the approach strongly depends on issues and commits assigned to them. The results would be better especially for the code that natively employs use case driven modularization.
Starting Page	1
Ending Page	8
Page Count	8
File Format	PDF
ISBN	9781450348430
DOI	10.1145/3123779.3123792
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2017-08-31
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Modularization Remodularization Traceability links Use case Text similarity Information retrieval Intent Natural language processing Dci Aspect-oriented programming
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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