Impact of Modification Made in Re-UCP on Software Effort Estimation

Abstract

This research work evaluates the performance of Re-UCP model and compares the results with the UCP and e-UCP method of software effort estimation. In this research work, an attempt has been made to highlight the accuracy of results by using MRE (Magnitude of Relative Error), MMRE (Mean Magnitude Relative Error), MdMRE (Median of Magnitude Relative Error) tools to check the error rate and PRED (20) and PRED (10) method to find out the predictability of accuracy of Re-UCP software effort estimation method. The observations made from the results are based on the comparison of Re-UCP, e-UCP and UCP models of software effort estimation.

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Kirmani, M. and Wahid, A. (2015) Impact of Modification Made in Re-UCP on Software Effort Estimation. Journal of Software Engineering and Applications, 8, 276-289. doi: 10.4236/jsea.2015.86028.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] Alves, R., Valente, P. and Nuno, J.N. (2013) Improving Software Effort Estimation with Human-Centric Models: A Comparison of UCP and iUCP Accuracy. Proceedings of the 5th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 287-296. http://dx.doi.org/10.1145/2494603.2480300
[2] Anda, B., Angelvik, E. and Ribu, K. (2002) Improving Estimation Practices by Applying Use Case Models. Product Focused Software Process Improvement. Springer, Berlin, 383-397.
http://dx.doi.org/10.1007/3-540-36209-6_32
[3] Karner, G. (1993) Metrics for Objectory. University of Linköping, Sweden.
[4] Kirmani, M.M. and Wahid, A. (2015) Revised Use Case Point (Re-UCP) Model for Software Effort Estimation. International Journal of Advanced Computer Science and Applications, 6, 65-71.
[5] Ochodek, M., Nawrocki, J. and Kwarciak, K. (2011) Simplifying Effort Estimation Based on Use Case Points. Information and Software Technology, 53, 200-213.
http://dx.doi.org/10.1016/j.infsof.2010.10.005
[6] Robiolo, G. and Orosco, R. (2008) Employing Use Cases to Early Estimate Effort with Simpler Metrics. Innovations in Systems and Software Engineering, 4, 31-43.
http://dx.doi.org/10.1007/s11334-007-0043-y
[7] Kumari, S. and Pushkar, S. (2013) Performance Analysis of the Software Cost Estimation Methods: A Review. International Journal of Advanced Research in Computer Science and Software Engineering, 3, 229-238.
[8] Clemmons, R.K. (2006) Project Estimation with Use Case Points. The Journal of Defense Software Engineering, 18- 22.
[9] Jena, P.P. and Mishra, S. (2014) Survey Report on Software Cost Estimation Using Use Case Point Method. International Journal of Computer Science & Engineering Technology, 5, 280-287.
[10] Jha, P., Jena, P.P. and Malu, R.K. (2014) Estimating Software Development Effort Using UML Use Case Point (UCP) Method with a Modified Set of Environmental Factors. International Journal of Computer Science and Information Technologies, 5, 2742-2744.
[11] Nagar, C. (2011) Software Efforts Estimation Using Use Case Point Approach by Increasing Technical Complexity and Experience Factors. International Journal on Computer Science and Engineering, 3, 3337-3345.
[12] Nageswaran, S. (2001) Test Effort Estimation Using Use Case Points. Quality Week, 1-6.
[13] Nassif, A.B. (2010) Enhancing Use Case Points Estimation Method Using Soft Computing Techniques. Journal of Global Research in Computer Science, 1, 12-21.
[14] Periyasamy, K. and Ghode, A. (2009) Cost Estimation Using Extended Use Case Point (e-UCP) Model. International Conference on Computational Intelligence and Software Engineering, Wuhan, 11-13 December 2009, 1-5.http://dx.doi.org/10.1109/cise.2009.5364515
[15] Robiolo, G. and Orosco, R. (2008) Employing Use Cases to Early Estimate Effort with Simpler Metrics. Innovations in Systems and Software Engineering, 4, 31-43.
http://dx.doi.org/10.1007/s11334-007-0043-y
[16] Ruhe, M., Jeffery, R. and Wieczorek, I. (2003) Cost Estimation for Web Applications. 25th International Conference on Software Engineering, 3-10 May 2003, 285-294.
http://dx.doi.org/10.1109/icse.2003.1201208
[17] Carroll, E.R. (2005) Estimating Software Based on Use Case Points. Companion to the 20th Annual ACM SIGPLAN Conference on Object-Oriented Programming, Systems, Languages, and Applications, 257-265.http://dx.doi.org/10.1145/1094855.1094960
[18] Subraiadi, A.P., et al. (2014) Critical Review of the Effort Rate Value in Use Case Point Method for Estimating Software Development Effort. Journal of Theoritical and Applied Information Technology, 59, 735-744.
[19] Ashman, R. (2004) Project Estimation: A Simple Use-Case-Based Model. IT Professional, 6, 40-44.
http://dx.doi.org/10.1109/MITP.2004.41
[20] Azzeh, M. (2013) Software Cost Estimation Based on Use Case Points for Global Software Development. 5th International Conference on Computer Science and Information Technology, 214-218. http://dx.doi.org/10.1109/csit.2013.6588782

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