Research Article | Open Access | Download PDF
Volume 2 | Issue 4 | Year 2012 | Article Id. IJCOT-V2I4P301 | DOI : https://doi.org/10.14445/22492593/IJCOT-V2I4P301
An Integrated Approach to Measurement Software Defect using Software Matrices
Dheeraj Agrawal, Prof. Megha Mishra
Citation :
Dheeraj Agrawal, Prof. Megha Mishra, "An Integrated Approach to Measurement Software Defect using Software Matrices," International Journal of Computer & Organization Trends (IJCOT), vol. 2, no. 4, pp. 1-6, 2012. Crossref, https://doi.org/10.14445/22492593/IJCOT-V2I4P301
Abstract
Software measurement is a quantified attribute of a characteristic of a software product or the software process. It is a discipline within software engineering. Measurement programs in software organizations are an important source of control over quality, defects evaluation and cost in software development. Software measurement has evolved into a key software engineering discipline. It introduces the concept of software measurement and its broad application areas. An effective measurement process requires continuous evaluation of different software metrics and integrating them into the software development process. This paper presents our approach analyses the metrics results using a number of statistical techniques. Interesting relationships between system size and the calculated metrics are explored. A software quality estimation model allows the software development team to track and detect potential software defects relatively early on during development. Recovering design patterns based on matrices and weights. Software metrics evaluation and analysis application and provides metrics results by applying Chidamber & Kemerer and MOOD metrics. A software metrics database can serve this purpose.
Keywords
defects, design patterns, matrices, measurement, estimation.
References
[1] Jing Dong, Senior Member, IEEE, Yajing Zhao, and Yongtao
Sun, "A matrix based approach to recovering design pattern,"
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND
CYBERNETICS—PART A: SYSTEMS AND HUMANS,
VOL. 39, NO. 6, NOVEMBER 2009.
[2] Naeem Seliya, Member, IEEE, and Taghi M. Khoshgoftaar,
"software quality analysis of UP Modules," IEEE
TRANSACTIONS ON SYSTEMS, MAN, AND
CYBERNETICS—PART A: SYSTEMS AND HUMANS,
VOL. 37, NO. 2, MARCH 2007.
[3] Anandasivam Gopal, Tridas Mukhopadhyay, and M.S.
Krishnan, "the impact of on software matrices," IEEE
TRANSACTIONS ON SOFTWARE ENGINEERING, VOL.
31, NO. 8, AUGUST 2005.
[4] Cheng-Gang Bai, Kai-Yuan Cai, Qing-Pei Hu, and Szu-Hui
Ng, "on the trend of remaining software defect estimation,"
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND
CYBERNETICS—PART A: SYSTEMS AND HUMANS,
VOL. 38, NO. 5, SEPTEMBER 2008.
[5] Y. P. Wu,Q. P.Hu,M. Xie and S. H. Ng, Member, IEEE,
"modelling and analysis of software fault detection and
correction process by time dependency," IEEE
TRANSACTIONS ON RELIABILITY, VOL. 56, NO. 4,
DECEMBER 2007.
[6] Jongmoon Baik, Barry Boehm and Bert M. Steece,
"disaggregating and calibrating the case tool variable in
cocomo II," IEEE TRANSACTIONS ON SOFTWARE
ENGINEERING, VOL. 28, NO. 11, NOVEMBER 2002.
[7] Hilda B. Klasky, "A STUDY OF SOFTWARE METRICS,"
thesis submitted to the Graduate School-New Brunswick
New Brunswick, New Jersey May, 2003.
[8] Barbara A. Kitchenham,Robert T. Hughes, and Stephen G.
Linkman, "Modeling Software Measurement Data," IEEE
TRANSACTIONS ON SOFTWARE ENGINEERING, VOL.
27, NO. 9, SEPTEMBER 2001
[9] Ayaz Farooq, "Conception and Prototypical Implementation
of a Web Service as an Empirical-based Consulting about
Java Technologies," Master Thesis October 12, 2005.
[10] Magne Jørgensen and Martin Shepperd, "A Systematic
Review of Software Development Cost Estimation Studies,"
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING,
VOL. 33, NO. 1, JANUARY 2007
[11] Alexander Egyed, "Automatically Detecting and Tracking
Inconsistencies in Software Design Models," IEEE
TRANSACTIONS ON SOFTWARE ENGINEERING, VOL.
37, NO. 2, MARCH/APRIL 2011.
[12] Nilesh Chandra Shukla, "A tool for software project
management for estimation, planning & tracking and
calibration,‖ Indian institute of information technology
Allahabad jun,2007.
[13] Chiaming Yen, Wu-Jeng Li, and Jui-Cheng Lin "A web
based collaborative computer aided sequential control design
tool,‖ April 2003.
[14] Eugenio Capra, Chiara Francalanci, and Francesco Merlo,
"An Empirical Study on the Relationship among Software
Design Quality, Development Effort, and Governance in
Open Source Projects," IEEE TRANSACTIONS ON
SOFTWARE ENGINEERING, VOL. 34, NO. 6,
NOVEMBER/DECEMBER 2008.
[15] Manish Agrawal and Kaushal Chari, "Software Effort,
Quality, and Cycle Time: A Study of CMM Level 5
Projects,"IEEE TRANSACTIONS ON SOFTWARE
ENGINEERING, VOL. 33, NO. 3, MARCH 2007.
[16] Tim Menzies, Zhihao Chen, Jairus Hihn, and Karen Lum,
"Selecting Best Practices for Effort Estimation," IEEE
TRANSACTIONS ON SOFTWARE ENGINEERING, VOL.
32, NO. 11, NOVEMBER 2006.
[17] Bo Yang, Huajun Hu, and Lixin Jia, "A Study of Uncertainty
in Software Cost and Its Impact on Optimal Software Release
Time," IEEE TRANSACTIONS ON SOFTWARE
ENGINEERING, VOL. 34, NO. 6,
NOVEMBER/DECEMBER 2008.
[18] C. van Koten, "An Effort Prediction Model for Data Centred
Fourth Generation Language Software Development," The
Information Science, Discussion Paper Series Number
2003/04 ISSN 1172-6024.
[19] Ning Nan and Donald E. Harter, "Impact of Budget and
Schedule Pressure on Software Development Cycle Time and
Effort," IEEE TRANSACTIONS ON SOFTWARE
ENGINEERING, VOL. 35, NO. 5,
SEPTEMBER/OCTOBER 2009.
[20] Kal Toth, "Experiences with Open Source Software
Engineering Tools,"November/December 2006 IEEE
SOFTWARE.
[21] Attarzadeh, I.; Ow, ―Improved estimation accuracy of
cocomo using an adaptive fuzzy logic model,‖ S.H.
Publication Year: 2011 IEEE CONFERENCE
PUBLICATIONS.
[22] Bin Mansor, Z, ―E-cost estimation using expert judgment
and COCOMOII,‖ appears in information technology (ITSim)
2010 International symposium in volume 3.
[23] F. Brito e Abreu, ―The MOOD Metrics Set,‖ Proc. ECOOP
Work-shop Metrics, 1995.
[24] J.Y. Chen and J.F. Lu, ―A New Metric for Object-Oriented
Design,‖ J. Information System and Software Technology,
vol. 35, no. 4, pp. 232- 240, 1993.
[25] S.R. Chidamber and C.F. Kemerer, ―A Metrics Suite for
Object Oriented Design,‖ IEEE Trans. Software Eng., vol. 20,
no. 6, pp. 476-493, June 1994.
[26] Reiner R. Dumke and Erik Foltin. Metrics-based evaluation
of object-oriented software development methods. In CSMR,
pages 193–196, 199
[27] F. B. Abreu and Walcelio Melo. Evaluating the impact of
object-oriented design on software quality. In METRICS ’96:
Proceedings of the 3rd International Sym
[28] Reiner R. Dumke and Erik Foltin. Metrics-based evaluation
of object-oriented software development methods. In CSMR
1998.osium on Software
Metrics, page 90, Washington, DC, USA, 1996. IEEE
Computer Society.
[29] D. N. Card, ―Managing software quality with defects,‖ in
Proc. Comput. Softw. Appl. Conf., Aug. 2002, pp. 472–474.
[30] C. Y. Huang, S. Y. Kuo, and I. Y. Chen, ―Analysis of a
software reliability growth model with logistic testing-effort
function,‖ in Proc. 8th Int. Symp. Softw. Rel. Eng., Nov.
1997, pp. 378–388.
[31] B. Boehm, C. Abts, A.W. Brown, S. Chulani, B.K. Clark, E.
Horowitz, R. Madachy, D. Reifer, and B. Steece, Software
Cost Estimation with COCOMO II. Prentice Hall, 2000.
[32] S. McConnell, ―Software quality at top speed,‖ Softw.
Develop., vol. 4,no. 8, pp. 38–42, Aug. 1996.