* ICSE 2018 *
Sun 27 May - Sun 3 June 2018 Gothenburg, Sweden
Fri 1 Jun 2018 09:20 - 09:40 at J1 room - Requirements and Recommender Systems Chair(s): Joanne M. Atlee

Software and systems traceability is widely accepted as an essential element for supporting many software development tasks. Today’s version control systems provide inbuilt features that allow developers to tag each commit with one or more issue ID, thereby providing the building blocks from which project-wide traceability can be established between feature requests, bug fixes, commits, source code, and specific developers. However, our analysis of six open source projects showed that on average only 60% of the commits were linked to specific issues. Without these fundamental links the entire set of project-wide links will be incomplete, and therefore not trustworthy. In this paper we address the fundamental problem of missing links between commits and issues. Our approach leverages a combination of process and text-related features characterizing issues and code changes to train a classifier to identify missing issue tags in commit messages, thereby generating the missing links. We conducted a series of experiments to evaluate our approach against six open source projects and showed that it was able to effectively recommend links for tagging issues at an average of 96% recall and 33% precision. In a related task for augmenting a set of existing trace links, the classifier returned precision at levels greater than 89% in all projects and recall of 50%.

Fri 1 Jun

icse-2018-Technical-Papers
09:00 - 10:30: Technical Papers - Requirements and Recommender Systems at J1 room
Chair(s): Joanne M. AtleeUniversity of Waterloo, Canada
icse-2018-Technical-Papers152783640000009:00 - 09:20
Talk
Catarina GralhaNOVA-LINCS, FCT/UNL, Daniela DamianUniversity of Victoria, Anthony I. (Tony) WassermanCarnegie Mellon Silicon Valley, Miguel GoulaoNOVA-LINCS, FCT/UNL, João Araújo
Pre-print Media Attached
icse-2018-Technical-Papers152783760000009:20 - 09:40
Talk
Michael RathTechnische Universität Ilmenau, Jacob RendallUniversity of Notre Dame, Jin L.C. GuoMcGill University, Jane Cleland-HuangUniversity of Notre Dame, Patrick MäderTechnische Universität Ilmenau
Pre-print
icse-2018-Technical-Papers152783880000009:40 - 10:00
Talk
Alireza SadeghiGoogle, Inc, Reyhaneh JabbarvandUniversity of California, Irvine, Negar Ghorbani, Hamid BagheriUniversity of Nebraska-Lincoln, USA, Sam MalekUniversity of California, Irvine
icse-2018-Journal-first-papers152784000000010:00 - 10:20
Talk
icse-2018-Technical-Papers152784120000010:20 - 10:30
Talk