Jimenez, Matthieu[University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
Cordy, Maxime[Facultés Universitaires Notre-Dame de la Paix - Namur - FUNDP]
Le Traon, Yves[University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
Papadakis, Mike[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)
[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)