Reference : TUNA: TUning Naturalness-based Analysis
Scientific congresses, symposiums and conference proceedings : Paper published in a book
Engineering, computing & technology : Computer science
http://hdl.handle.net/10993/36136
TUNA: TUning Naturalness-based Analysis
English
Jimenez, Matthieu mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
Cordy, Maxime mailto [Facultés Universitaires Notre-Dame de la Paix - Namur - FUNDP]
Le Traon, Yves mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
Papadakis, Mike mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Computer Science and Communications Research Unit (CSC) >]
26-Sep-2018
34th IEEE International Conference on Software Maintenance and Evolution, Madrid, Spain, 26-28 September 2018
Yes
No
International
34th IEEE International Conference on Software Maintenance and Evolution (ICSME'18)
26-28 September 2018
Madrid
Spain
[en] Artifact ; Naturalness ; Source Code Analysis
[en] Natural language processing techniques, in particular n-gram models, have been applied successfully to facilitate a number of software engineering tasks. However, in our related ICSME ’18 paper, we have shown that the conclusions of a study can drastically change with respect to how the code is tokenized and how the used n-gram model is parameterized. These choices are thus of utmost importance, and one must carefully make them. To show this and allow the community to benefit from our work, we have developed TUNA (TUning Naturalness-based Analysis), a Java software artifact to perform naturalness-based analyses of source code. To the best of our knowledge, TUNA is the first open- source, end-to-end toolchain to carry out source code analyses based on naturalness.
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Security Design and Validation Research Group (SerVal)
http://hdl.handle.net/10993/36136

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