AINeutralarXiv – CS AI · 18h ago5/10
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MIRAGE: Metadata-Integrated Repository Analysis and Guided Enhancement for MSR Datasets
MIRAGE is a metadata-enriched framework for analyzing Mining Software Repositories (MSR) datasets from 2013-2024, incorporating FAIRness assessments and topic modeling to improve dataset discoverability and reusability. The research demonstrates that repository hosting sites and data formats significantly influence citation patterns and dataset utility in software engineering research.