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Predicting defects using network analysis on dependency graphs

Thomas Zimmermann, Nachiappan Nagappan

Proceedings of the 30th international conference on Software engineering, 2008. DOI 10.1145/1368088.1368161

Has this study been replicated?

The atlas records 1 replication of this study. Recorded outcomes: 1 mixed. The earliest on record is from 2011.

Replications

• Network Versus Code Metrics to Predict Defects: A Replication Study, Premraj & Herzig (2011). 2011 International Symposium on Empirical Software Engineering and Measurement. Outcome recorded: mixed. However, when we evaluated the metrics using setups more suited for industrial use -- forward-release and cross-project prediction -- we found network metrics to offer no vantage over code metrics. Outcome read from the abstract. View paper

Cite this record

Zimmermann, T., & Nagappan, N. (2008). Predicting defects using network analysis on dependency graphs. Proceedings of the 30th International Conference on Software Engineering, 531–540. https://doi.org/10.1145/1368088.1368161

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