Estimating Web Application Development Effort Using Cosmic-Ffp Method

In the last few years, some researchers have proposed the use of COSMIC-FFP for effort prediction of Web applications. It is widely recognized, that a measure can be accepted only if its usefulness has been proved through some empirical studies. In this paper, we reported on an empirical study carried out using an industrial dataset and compared the results obtained with a previous analysis based on Web applications developed by academic students. We used an adaptation of COSMIC-FFP specifically conceived for Web applications as size measure and the Ordinary Least Square Regression as modelling technique. This analysis had a twofold goal: to verify whether COSMIC-FFP can provide good estimations and to analyse possible differences/similarities in the empirical results obtained with the two different datasets.

[1]  Shari Lawrence Pfleeger,et al.  Preliminary Guidelines for Empirical Research in Software Engineering , 2002, IEEE Trans. Software Eng..

[2]  Emilia Mendes,et al.  A Comparative Study of Cost Estimation Models for Web Hypermedia Applications , 2003, Empirical Software Engineering.

[3]  Emilia Mendes,et al.  Early Web size measures and effort prediction for Web costimation , 2003, Proceedings. 5th International Workshop on Enterprise Networking and Computing in Healthcare Industry (IEEE Cat. No.03EX717).

[4]  Donald J. Reifer Ten Deadly Risks in Internet and Intranet Software Development , 2002, IEEE Softw..

[5]  Emilia Mendes,et al.  Investigating Web size metrics for early Web cost estimation , 2005, J. Syst. Softw..

[6]  Donald J. Reifer,et al.  Web Development: Estimating Quick-to-Market Software , 2000, IEEE Softw..

[7]  P. Umbers,et al.  Resource estimation for Web applications , 2004 .

[8]  Emilia Mendes,et al.  Comparing Size Measures for Predicting Web Application Development Effort: A Case Study , 2007, ESEM 2007.

[9]  Stephen G. MacDonell,et al.  What accuracy statistics really measure , 2001, IEE Proc. Softw..

[11]  Emilia Mendes,et al.  Comparison of Web size measures for predicting Web design and authoring effort , 2002, IEE Proc. Softw..

[12]  Yuming Zhou,et al.  Predicting object-oriented software maintainability using multivariate adaptive regression splines , 2007, J. Syst. Softw..

[13]  Luciano Baresi,et al.  Three empirical studies on estimating the design effort of Web applications , 2007, TSEM.

[14]  Martin J. Shepperd,et al.  Estimating Software Project Effort Using Analogies , 1997, IEEE Trans. Software Eng..

[15]  Ingunn Myrtveit,et al.  Reliability and validity in comparative studies of software prediction models , 2005, IEEE Transactions on Software Engineering.

[16]  Khaled El Emam A Primer on Object-Oriented Measurement , 2001, IEEE METRICS.

[17]  Oscar Pastor,et al.  Measuring the functional size of web applications , 2003, Int. J. Web Eng. Technol..

[18]  H. E. Dunsmore,et al.  Software engineering metrics and models , 1986 .