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» Towards a taxonomy of approaches for mining of source code r...
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KBSE
2008
IEEE
13 years 11 months ago
SpotWeb: Detecting Framework Hotspots and Coldspots via Mining Open Source Code on the Web
—Software developers often face challenges in reusing open source frameworks due to several factors such as the framework complexity and lack of proper documentation. In this pap...
Suresh Thummalapenta, Tao Xie
MSR
2005
ACM
13 years 11 months ago
Software repository mining with Marmoset: an automated programming project snapshot and testing system
Most computer science educators hold strong opinions about the “right” approach to teaching introductory level programming. Unfortunately, we have comparatively little hard ev...
Jaime Spacco, Jaymie Strecker, David Hovemeyer, Wi...
MSR
2006
ACM
13 years 11 months ago
Fine grained indexing of software repositories to support impact analysis
Versioned and bug-tracked software systems provide a huge amount of historical data regarding source code changes and issues management. In this paper we deal with impact analysis...
Gerardo Canfora, Luigi Cerulo
KDD
2003
ACM
128views Data Mining» more  KDD 2003»
14 years 5 months ago
Similarity analysis on government regulations
Government regulations are semi-structured text documents that are often voluminous, heavily cross-referenced between provisions and even ambiguous. Multiple sources of regulation...
Gloria T. Lau, Kincho H. Law, Gio Wiederhold
MSR
2006
ACM
13 years 11 months ago
Predicting defect densities in source code files with decision tree learners
With the advent of open source software repositories the data available for defect prediction in source files increased tremendously. Although traditional statistics turned out t...
Patrick Knab, Martin Pinzger, Abraham Bernstein