ICPC 2018
Sun 27 - Mon 28 May 2018 Gothenburg, Sweden
co-located with * ICSE 2018 *
Sun 27 May 2018 11:40 - 11:50 at J1 room - Clones, Code Smell, Refactoring and Maintenance Chair(s): Hitesh Sajnani

Bug localization is a technique that has been proposed to support the process of identifying the locations of bugs specified in a bug report. A traditional approach such as information retrieval (IR)-based bug localization calculates the similarity between the bug description and the source code and suggests locations that are likely to contain the bug. However, while many approaches have been proposed to improve the accuracy, the likelihood of each module having a bug is often overlooked or they are treated equally, whereas this may not be the case. For example, modules having code smells have been found to be more prone to changes and faults. Therefore, in this paper, we explore a first step toward leveraging code smells to improve bug localization. By combining the code smell severity with the textual similarity from IR-based bug localization, we can identify the modules that are not only similar to the bug description but also have a higher likelihood of containing bugs. Our preliminary evaluation on four open source projects shows that our technique can improve the baseline approach by 142.25% and 30.50% on average for method and class levels, respectively.

Sun 27 May

icpc-2018-Technical-Research
11:00 - 12:30: Technical Research - Clones, Code Smell, Refactoring and Maintenance at J1 room
Chair(s): Hitesh SajnaniMicrosoft
icpc-2018-Technical-Research11:00 - 11:10
Short-paper
Jevgenija PantiuchinaUniversità della Svizzera italiana, Gabriele BavotaUniversità della Svizzera italiana (USI), Michele TufanoCollege of William and Mary, Denys PoshyvanykWilliam and Mary
icpc-2018-Technical-Research11:10 - 11:20
Short-paper
Pre-print
icpc-2018-Technical-Research11:20 - 11:30
Industry talk
Norihiro YoshidaNagoya University, Takuya IshizuOsaka University, Buford Edwards IiiOsaka University, Katsuro InoueOsaka University
Link to publication DOI
icpc-2018-Technical-Research11:30 - 11:40
Short-paper
Arianna BlasiUniversità della Svizzera italiana (USI) and IMDEA Software Institute, Alessandra GorlaIMDEA Software Institute
icpc-2018-Technical-Research11:40 - 11:50
Short-paper
Aoi TakahashiTokyo Institute of Technology, Natthawute Sae-LimTokyo Institute of Technology, Shinpei HayashiTokyo Institute of Technology, Motoshi SaekiTokyo Institute of Technology
DOI Pre-print
icpc-2018-Technical-Research11:50 - 12:07
Full-paper
Carmine VassalloUniversity of Zurich, Sebastian ProkschUniversity of Zurich, Timothy ZempUniversity of Zurich, Harald GallUniversity of Zurich
DOI Pre-print
icpc-2018-Technical-Research12:07 - 12:24
Full-paper
Boyang Li, Christopher Vendome, Mario Linares-VásquezSystems and Computing Engineering Department , Universidad de los Andes , Bogotá, Colombia , Denys PoshyvanykWilliam and Mary