Development of fault-prone module detection technique using spam

2010 Fiscal Year Final Research Report

• Project/Area Number: 20700025
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Software
• Research Institution: Osaka University
• Principal Investigator: MIZUNO Osamu Osaka University, 工芸科学研究科, 准教授 (60314407)
• Project Period (FY): 2008 – 2010
• Keywords: ソフトウエア工学 / 不具合検出 / スパムフィルタ

Research Abstract

In this research, we have proposed an approach to detect software bugs in source code. Our approach uses a text filtering technique to detect bugs. In order to show the usefulness of our approach, we conducted experiments.

Research Products

• [Journal Article] スパムフィルタを用いたFault-proneモジュール検出法の予測精度に関する従来法との比較評価 (2011)
  • Author(s): 水野修, 畑秀明
  • Journal Title: 電子情報通信学会論文誌D J94-D(1) Pages: 409-412
  • Peer Reviewed
• [Journal Article] A Hybrid Fault-Proneness Detection Approach Using Text Filtering and Static Code Analysis (2010)
  • Author(s): Osamu Mizuno, Hideaki Hata
  • Journal Title: International Journal of Advancements in Computing Technology 2(5) Pages: 1-12
  • Peer Reviewed
• [Journal Article] Fault-Prone Module Detection Using Large-Scale Text Features Based on Spam Filtering (2010)
  • Author(s): Osamu Mizuno, Hideaki Hata
  • Journal Title: Empirical Software Engineering 15(2) Pages: 147-165
  • Peer Reviewed
• [Journal Article] Prediction of Fault-Prone Modules Using a Text Filtering Based Metric (2010)
  • Author(s): Osamu Mizuno, Hideaki Hata
  • Journal Title: International Journal of Software Engineering and Its Application 4(1) Pages: 43-52
  • Peer Reviewed
• [Presentation] Fault-Prone Module Prediction Using Contents of Comment Lines (2010)
  • Author(s): Osamu Mizuno, Yukinao Hirata
  • Organizer: In Proc. of International Workshop on Empirical Software Engineering in Practice 2010(IWESEP2010)39-44
  • Place of Presentation: (NAIST, Nara, Japan)
  • Year and Date: 2010-12-07
• [Presentation] An Empirical Comparison of Fault-Prone Module Detection Approaches : Complexity Metrics and Text Feature Metrics (2010)
  • Author(s): Osamu Mizuno, Hideaki Hata
  • Organizer: In Proc. of 34th Annual IEEE Computer Software and Applications Conference (COMPSAC2010), 248-249
  • Place of Presentation: (Seoul, Korea)
  • Year and Date: 2010-07-20
• [Presentation] An Integrated Approach to Detect Fault-Prone Modules Using Complexity and Text Feature Metrics (2010)
  • Author(s): Osamu Mizuno, Hideaki Hata
  • Organizer: In Proc. of 2010 International Conference on Advanced Science and Technology (AST2010), LNCS 6059, 457-468
  • Place of Presentation: (Miyazaki, Japan)
  • Year and Date: 2010-06-24
• [Presentation] Yet Another Metric for Predicting Fault-Prone Modules (2009)
  • Author(s): Osamu Mizuno, Hideaki Hata
  • Organizer: In Proc. of 2009 International Conference on Advanced Software Engineering & Its Applications (ASEA2009), CCIS 59, 296-304
  • Place of Presentation: (Cheju, Korea)
  • Year and Date: 2009-12-12
• [Presentation] Comparative Study of Fault-Proneness Filtering with PMD (2008)
  • Author(s): Hideaki Hata, Osamu Mizuno, Tohru Kikuno
  • Organizer: In Proc. of 19th International Symposium on Software Reliability Engineering(ISSRE2008), 317-318
  • Place of Presentation: (Seattle/Redmond, WA, USA)
  • Year and Date: 2008-11-12