Abstract
Managing software maintenance is rarely a precise task due to uncertainties concerned with resources and services descriptions. Even when a well-established maintenance process is followed, the risk of delaying tasks remains if the new services are not precisely described or when resources change during process execution. Also, the delay of a task at an early process stage may represent a different delay at the end of the process, depending on complexity or services reliability requirements. This paper presents a knowledge based representation (Bayesian Networks) for maintenance project delays based on specialists experience.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Project Management Instittute. A Guide to the Project Management Body of Knowledge (PMBOK Guide). Project Management Institute (2001)
Jackson, P.: Introduction to Expert Systems. Addison-Wesley, Workingham (1990)
Jensen, F.: An Introduction to Bayesian Networks. Springer, Heidelberg (1996)
Lucas, P.J.F., van der Gaag, L.C.: Principles of Expert Systems. Addison-Wesley, Workingham (1991)
Pearl, J.: Propabilistic Reasoning in Intelligent Systems. Networks of Pausible Inference. Morgan Kaufmann, Palo Alto (1988)
Pearl, J.: A probabilistic calculus of actions. In: de Lopez Mantaras, R., Poole, D. (eds.) Proceedings of UAI 1994, San Mateo, CA. Morgan Kaufmann, San Francisco (1994)
Pearl, J., Russell, S.: Bayesian networks. MIT Press, Cambridge (2003)
Pressman, R.: Software Engineering. A practitioner’s approach. McGraw–Hill, New York (2004)
Russell, S., Norvig, P.: Artificial Intelligence: A Modern Approach. Prentice Hall, Englewood Cliffs (2003)
van der Gaag, L.C.: Bayesian belief networks: Odds and ends. The Computer Journal 39(2), 97–113 (1996)
Wooff, A.D., Goldstein, M., Coolen, P.A.F.: Bayesian graphical models for software testing. IEEE Transactions on Software Engineering 28(5) (2002)
Ziv, H.: Constructing bayesian-network models of software testing and maintenance uncertainties. In: Harrold, M.J., Visaggio, G. (eds.) Proceedings of ICSM 1997, Bari, Italy. IEEE Computer Society, Los Alamitos (1997)
Ziv, H., Richardson, D.J., Klosch, R.: The uncertainty principle in software engineering. Technical Report 96-33, University of California, Irvine, CA, USA (August 1996)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
de Melo, A.C.V., de J. Sanchez, A. (2005). Bayesian Networks in Software Maintenance Management. In: Vojtáš, P., Bieliková, M., Charron-Bost, B., Sýkora, O. (eds) SOFSEM 2005: Theory and Practice of Computer Science. SOFSEM 2005. Lecture Notes in Computer Science, vol 3381. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30577-4_47
Download citation
DOI: https://doi.org/10.1007/978-3-540-30577-4_47
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24302-1
Online ISBN: 978-3-540-30577-4
eBook Packages: Computer ScienceComputer Science (R0)