Abstract
In this paper we report about an ongoing experience of metadata design in the context of the quantitative modeling of the software development process. We use an ontology driven metadata design prescription, where the metadata structure is determined by two strictly interleaved ontologies: a software development process ontology and a knowledge discovery process ontology.
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References
Briand, L., El Emam, K., Morasca, S.: On the Application of Measurement Theory in Software Engineering. Empirical Software Engineering: An International Journal 1(1) (1996)
Ceravolo, P., Damiani, E., Marchesi, M., Pinna, S., Zavattarelli, F.: An Ontology-based Process Modeling for XP. In: Proc. of APSEC 2003, Chiangmai, Thailand (2003)
Cook, J.E., Wolf, A.L.: Discovering Models of Software Processes from Event-Based Data. ACM Transactions on Software Engineering and Methodology 7(3), 215–249 (1998)
Cook, J.E., Wolf, A.L.: Software Process Validation: Quantitatively Measuring the Correspondence of a Process to a Model. ACM Transactions on Software Engineering and Methodology 8(2), 147–176 (1999)
Janes, A.: Measuring the Effectiveness of Agile Methodologies Using Data Mining, Knowledge Discovery and Information Visualization. In: Marchesi, M., Succi, G. (eds.) XP 2003. LNCS, vol. 2675, pp. 445–446. Springer, Heidelberg (2003)
Miller, J., Daly, J., Wood, M., Roper, M., Brooks, A.: Statistical power and its subcomponents – missing and misunderstood concepts in software engineering empirical research. J. of Information and Software Technology 39, 285–295 (1997)
Morisio, M.: A methodology to measure the software process. In: Proc. of the 7th Annual Oregon Workshop on Software Metrics, Silver Falls, OR (1995)
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© 2004 Springer-Verlag Berlin Heidelberg
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Gianini, G., Damiani, E. (2004). An Ontology-Driven Approach to Metadata Design in the Mining of Software Process Events. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2004. Lecture Notes in Computer Science(), vol 3215. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30134-9_43
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DOI: https://doi.org/10.1007/978-3-540-30134-9_43
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