Bayesian Net Model for Integrated Software Quality Prediction

This page is devoted for Bayesian Net Model for Integrated Software Quality Prediction (BaNISoQ). This model is the result of my funded project.

You may access the current version of the model here. You may use it for research purposes without a fee.
The model is saved in “cmp” format – i.e. a format used by AgenaRisk BN tool. Trial version of AgenaRisk is available here.

You may also see the model structure in “xml” format here.

Model  description, and example scenarios of using the model have been discussed in the following papers:

  1. Radliński Ł., An expert-driven Bayesian network model for simulating and predicting software quality, in Proc. Fifth International Conference on Information, Process, and Knowledge Management, Nice, France, 2013, pp. 26-31.
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  2. Radliński Ł., Towards expert-based modeling of integrated software quality, Journal of Theoretical and Applied Computer Science, vol. 6, no. 2, pp. 13-26, 2012.
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  3. Radliński Ł., Enhancing Bayesian Network Model for Integrated Software Quality Prediction, in Proc. Fourth International Conference on Information, Process, and Knowledge Management, Valencia, 2012, pp. 144-149.
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  4. Radliński Ł., A conceptual Bayesian net model for integrated software quality prediction, Annales UMCS, Informatica, vol. 11, no. 4, pp. 49-60, 2011.
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  5. Radliński Ł., A Framework for Integrated Software Quality Prediction using Bayesian Nets, in Proceedings of International Conference on Computational Science and Its Applications (ICCSA 2011), Santander: Springer, 2011, pp. 310-325.
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Please note that thre are additional papers either in review or in publication. I will update this list of papers once the publishing process is completed.

All questions and comments are welcome.

website info
this website is mainly for research purposes and currently the most of its contents is available in English only