NDLI: Using social network analysis for mining collaboration data in a defect tracking system for risk and vulnerability analysis

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Using social network analysis for mining collaboration data in a defect tracking system for risk and vulnerability analysis

Content Provider	ACM Digital Library
Author	Rastogi, Ayushi Sureka, Ashish Goyal, Atul
Abstract	Open source software projects are characterized as self organizing and dynamic in which volunteers around the world primarily driven by self-motivation (and not necessarily monetary compensation) contribute and collaborate to a software product. In contrast to close source or proprietary software, the organizational structure and task allocation in an open source project setting is unstructured. Software project managers perform risk, threat and vulnerability analysis to gain insights into the organizational structure for de-risking or risk mitigation. For example, it is important for a project manager to have an understanding of critical employees, core team, subject matter experts, sub-groups, leaders and communication bridges. Software repositories such as defect tracking systems, versioning systems and mailing lists contains a wealth of valuable information that can be mined for solving practically useful software engineering tasks. In this paper, we present a systematic approach to mine defect tracking system for risk, threat and vulnerability analysis in a software project. We derive a collaboration network from a defect tracking system and apply social network analysis techniques to investigate the derived network for the purpose of risk and vulnerability analysis. We perform empirical analysis on bug report data of Mozilla Firefox project and present the results of our analysis. We demonstrate how important information pertaining to risk and vulnerability can be uncovered using network analysis techniques from static record keeping software archive such as the bug tracking system.
Starting Page	195
Ending Page	204
Page Count	10
File Format	PDF
ISBN	9781450305594
DOI	10.1145/1953355.1953381
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2011-02-24
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Social network analysis Collaboration network Mining software repositories Risk Threat and vulnerability analysis Defect tracking system
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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