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Research, Publications, and Datasets
The goal of the Mozkito projects is to provide a platform to share and communicate ideas, techniques, approaches, reproduction, and datasets for software repository miners. In this section, we collect a set of research projects, publications, and datasets based on Mozkito or eventually integrated into Mozkito.
It’s not a Bug, it’s a Feature: On the Data Quality of Bug Databases @ICSE_2013
In a manual examination of more than 7,000 issue reports, we found 33.8% of all issue reports to be misclassified. This misclassification introduces bias in bug prediction models, confusing bugs and features: On average, 39% of files marked as defective actually never had a bug. This study was carried out using the Mozkito framework.
The Persistence Module
How to merge persons?
How to mine a version control system?
The Versions Module
How to mine a bug database?
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