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Article
Concern localization using information retrieval: An empirical study on Linux kernel
18th Working Conference on Reverse Engineering (WCRE 2011): Limerick, Ireland, 17-20 October: Proceedings
  • Shaowei WANG, Singapore Management University
  • David LO, Singapore Management University
  • Zhenchang XING, National University of Singapore
  • Lingxiao JIANG, Singapore Management University
Publication Type
Conference Proceeding Article
Publication Date
10-2011
Abstract

Many software maintenance activities need to find code units (functions, files, etc.) that implement a certain concern (features, bugs, etc.). To facilitate such activities, many approaches have been proposed to automatically link code units with concerns described in natural languages, which are termed as concern localization and often employ Information Retrieval (IR) techniques. There has not been a study that evaluates and compares the effectiveness of latest IR techniques on a large dataset. This study fills this gap by investigating ten IR techniques, some of which are new and have not been used for concern localization, on a Linux kernel dataset. The Linux kernel dataset contains more than 1,500 concerns that are linked to over 85,000 C functions. We have evaluated the effectiveness of the ten techniques on recovering the links between the concerns and the implementing functions and ranked the IR techniques based on their precisions on concern localization.

Keywords
  • concern localization,
  • information retrieval,
  • Linux kernel,
  • mean average precision
ISBN
9781457719486
Identifier
10.1109/WCRE.2011.72
Publisher
IEEE Computer Society
City or Country
Los Alamitos, CA
Creative Commons License
Creative Commons Attribution-Noncommercial-No Derivative Works 4.0
Additional URL
http://doi.org/10.1109/WCRE.2011.72
Citation Information
Shaowei WANG, David LO, Zhenchang XING and Lingxiao JIANG. "Concern localization using information retrieval: An empirical study on Linux kernel" 18th Working Conference on Reverse Engineering (WCRE 2011): Limerick, Ireland, 17-20 October: Proceedings (2011) p. 92 - 96
Available at: http://works.bepress.com/david_lo/62/