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A survey and taxonomy of approaches for mining software repositories in the context of software evolution
A comprehensive literature survey on approaches for mining software repositories (MSR) in
the context of software evolution is presented. In particular, this survey deals with those …
the context of software evolution is presented. In particular, this survey deals with those …
Understanding software-2.0: A study of machine learning library usage and evolution
Enabled by a rich ecosystem of Machine Learning (ML) libraries, programming using
learned models, ie, Software-2.0, has gained substantial adoption. However, we do not …
learned models, ie, Software-2.0, has gained substantial adoption. However, we do not …
Pitfalls and guidelines for using time-based Git data
Many software engineering research papers rely on time-based data (eg, commit
timestamps, issue report creation/update/close dates, release dates). Like most real-world …
timestamps, issue report creation/update/close dates, release dates). Like most real-world …
Trustrace: Mining software repositories to improve the accuracy of requirement traceability links
Traceability is the only means to ensure that the source code of a system is consistent with
its requirements and that all and only the specified requirements have been implemented by …
its requirements and that all and only the specified requirements have been implemented by …
Blending conceptual and evolutionary couplings to support change impact analysis in source code
The paper presents an approach that combines conceptual and evolutionary techniques to
support change impact analysis in source code. Information Retrieval (IR) is used to derive …
support change impact analysis in source code. Information Retrieval (IR) is used to derive …
The msr cookbook: Mining a decade of research
The Mining Software Repositories (MSR) research community has grown significantly since
the first MSR workshop was held in 2004. As the community continues to broaden its scope …
the first MSR workshop was held in 2004. As the community continues to broaden its scope …
Mining software repositories for traceability links
An approach to recover/discover traceability links between software artifacts via the
examination of a software system's version history is presented. A heuristic-based approach …
examination of a software system's version history is presented. A heuristic-based approach …
Integrating conceptual and logical couplings for change impact analysis in software
The paper presents an approach that combines conceptual and evolutionary techniques to
support change impact analysis in source code. Conceptual couplings capture the extent to …
support change impact analysis in source code. Conceptual couplings capture the extent to …
Tools in mining software repositories
Mining software repositories (MSR) is an important area of research. An international
workshop on MSR has been established under the umbrella of international conference on …
workshop on MSR has been established under the umbrella of international conference on …
Towards a more efficient static software change impact analysis method
Impact analysis methods are commonly employed to reduce the likelihood of encountering
faulty or unexpected behavior from a software program as a result of developers' oblivious …
faulty or unexpected behavior from a software program as a result of developers' oblivious …