Abstract
We present an assessment of an empirical study aiming at building effort estimation models for corrective maintenance projects. We show results from the application of the prediction models to a new corrective maintenance project within the same enterprise and the same type of software systems used in a previous study. The data available for the new project are finer grained according to the indications devised in the first study. This allowed to improve the confidence in our previous empirical analysis by confirming most of the hypotheses made and to provide other useful indications to better understand the maintenance process of the company in a quantitative way.
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References
Aversano, L., Canfora, G., De Lucia, A., & Stefanucci, S. (2002). Automating the Management of Software Maintenance Workflows in a Large Software Enterprise: a Case Study. Journal of Software Maintenance and Evolution: Research and Practice, 14(4), 229–255.
Basili, V., Briand, L., Condon, S., Kim, Y.M., Melo, W.L., & Valett, J.D. (1996). Understanding and Predicting the Process of Software Maintenance Releases. Proc. of Int. Conf. on Software Engineering, Berlin, Germany, pp. 464–474.
Banker, R.D., Datar, S.M., Kemerer, C.F., & Zweig, D. (1993). Software Complexity and Maintenance Costs. Communications of ACM, 36(11), 81–94.
Boehm, B.W. (1981). Software Engineering Economics. Prentice-Hall Inc., Englewood Cliffs, N.J., 1981.
Bradley E., & Gong, G. (1983). A Leisurely Look at the Bootstrap, the Jack-Knife and Cross-Validation. Amer. Statistician, 37(1), 836–848.
Calzolari, F., Tonella, P., & Antoniol, G. (2001). Maintenance and Testing Effort Modelled by Linear and Non Linear Dynamic Systems. Information and Software Technology, 43(8), 477–486
Conte, S., Dunsmore, H., & Shen, V. (1986). Software Engineering Metrics and Models. Benjamin-Cummings Publishing Company, 1986.
De Lucia, A., Fasolino, A., & Pompella, E. (2001). A Decisional Framework for Legacy System management. Proceedings of IEEE Int. Conf. on Software Maintenance, Florence, Italy, pp. 642–651.
De Lucia, A., Pompella, E., & Stefanucci, S. (2002). Effort Estimation for Corrective Software Maintenance. Proc. of Int. Conf. on Software Engineering and Knowledge Engineering, Ischia, Italy, pp. 409–416.
Fioravanti, F. & Nesi, P. (2001). Estimation and Prediction Metrics for Adaptative Maintenance Effort of Object-oriented Systems. IEEE Trans. on Software Engineering, 27(12), 1062–1084.
Granja-Alvarez, J.C. & Barranco-Garcia, M.J. (1997). A method for estimating maintenance cost in a software project: a case study. Journal of Software Maintenance: Research and Practice, 9(3), 161–175.
IEEE Std. 1219–1998 (1998). Standard for Software Maintenance, IEEE CS Press, Los Alamitos, CA.
Jorgensen, M. (1995). Experience With the Accuracy of Software Maintenance Task Effort Prediction Models. IEEE Trans. on Software Engineering, 21(8), 674–681.
Kemerer, C.F. & Slaughter, S. (1999). An Empirical Approach to Studying Software Evolution. IEEE Trans. on Software Engineering, 25(4), 493–509.
Lehman, M. & Belady, L. (1985). Program Evolution: Processes of Software Change. Academic Press, Austin, 1985.
Niessink, F. & van Vliet, H. (1998). Two Case Studies in Measuring Maintenance Effort. Proc. of IEEE Int. Conf. on Software Maintenance, Bethesda, Maryland, USA, pp. 76–85.
Nesi, P. (1998). Managing Object Oriented Projects Better, IEEE Software, 15(4), 50–60.
Ramil, J.F. (2000). Algorithmic Cost Estimation Software Evolution. Proc. of Int. Conf. on Software Engineering, Limerick, Ireland, pp. 701–703.
Sneed, H.M. (2003). Software Maintenance Cost Estimation. Advances in Software Maintenance Management: Technologies and Solutions. M. Polo editor, Idea Group Publishing, USA, pp. 201–227.
Vicinanza, S., Mukhopadhyay, T., & Prietula, M. (1991). Software Effort Estimation: an Exploration Study of Export Performance. Information System Research, 2(4), 243–262.
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De Lucia, A., Pompella, E., Stefanucci, S. (2006). Assessing Effort Prediction Models for Corrective Software Maintenance. In: Seruca, I., Cordeiro, J., Hammoudi, S., Filipe, J. (eds) Enterprise Information Systems VI. Springer, Dordrecht. https://doi.org/10.1007/1-4020-3675-2_7
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DOI: https://doi.org/10.1007/1-4020-3675-2_7
Publisher Name: Springer, Dordrecht
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