A Survey on Mining Software Repositories

被引：8
|
作者：
Jung, Woosung [1 ]
Lee, Eunjoo [2 ]
Wu, Chisu [3 ]
机构：
[1] Software Capabil Dev Ctr, LG Elect, Seoul 137130, South Korea
[2] Kyungpook Natl Univ, Daegu 702701, South Korea
[3] Seoul Natl Univ, Seoul 151742, South Korea
来源：
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2012年 / E95D卷 / 05期
基金：
新加坡国家研究基金会;
关键词：
mining; software; repository; extraction; change; evolution; analysis; PREDICTING FAULTS; VERSION HISTORIES; NATURAL-LANGUAGE; SUPPORT; REFACTORINGS; DIFF;
D O I：
10.1587/transinf.E95.D.1384
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents fundamental concepts, overall process and recent research issues of Mining Software Repositories. The data sources such as source control systems, bug tracking systems or archived communications, data types and techniques used for general MSR problems are also presented. Finally, evaluation approaches, opportunities and challenge issues are given.
引用
收藏
页码：1384 / 1406
页数：23
相关论文
共 50 条
  • [31] Mining software repositories for comprehensible software fault prediction models
    Vandecruys, Olivier
    Martens, David
    Baesens, Bart
    Mues, Christophe
    De Backer, Manu
    Haesen, Raf
    JOURNAL OF SYSTEMS AND SOFTWARE, 2008, 81 (05) : 823 - 839
  • [32] Mining Software Repositories to Identify Library Experts
    Santos, Adriano
    Souza, Mauricio
    Oliveira, Johnatan
    Figueiredo, Eduardo
    XII BRAZILIAN SYMPOSIUM ON SOFTWARE COMPONENTS, ARCHITECTURES, AND REUSE (SBCARS), 2018, : 83 - 91
  • [33] Mining Software Repositories with a Collaborative Heuristic Repository
    Babii, Hlib
    Prenner, Julian Aron
    Stricker, Laurin
    Karmakar, Anjan
    Janes, Andrea
    Robbes, Romain
    2021 ACM/IEEE 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: NEW IDEAS AND EMERGING RESULTS (ICSE-NIER 2021), 2021, : 106 - 110
  • [34] MetricMiner: Supporting Researchers in Mining Software Repositories
    Sokol, Francisco Zigmund
    Aniche, Mauricio Finavaro
    Gerosa, Marco Aurelio
    2013 IEEE 13TH INTERNATIONAL WORKING CONFERENCE ON SOURCE CODE ANALYSIS AND MANIPULATION (SCAM), 2013, : 142 - 146
  • [35] Mining Software Repositories for Automatic Interface Recommendation
    Sun, Xiaobing
    Li, Bin
    Duan, Yucong
    Shi, Wei
    Liu, Xiangyue
    SCIENTIFIC PROGRAMMING, 2016, 2016
  • [36] Research on mining software repositories to facilitate refactoring
    Nyamawe, Ally S.
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2023, 13 (05)
  • [37] Visual data mining and analysis of software repositories
    Voinea, Lucian
    Telea, Alexandru
    COMPUTERS & GRAPHICS-UK, 2007, 31 (03): : 410 - 428
  • [38] Manas: Mining Software Repositories to Assist AutoML
    Nguyen, Giang
    Islam, Md Johirul
    Pan, Rangeet
    Rajan, Hridesh
    2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2022), 2022, : 1368 - 1380
  • [39] Mining software repositories for software architecture - A systematic mapping study
    Soliman, Mohamed
    Albonico, Michel
    Malavolta, Ivano
    Wortmann, Andreas
    INFORMATION AND SOFTWARE TECHNOLOGY, 2025, 181
  • [40] Guest editorial: special section on mining software repositories
    Di Penta, Massimiliano
    Xie, Tao
    EMPIRICAL SOFTWARE ENGINEERING, 2015, 20 (02) : 291 - 293
12345