Cohort Studies for Mining Software Repositories

被引:0
|
作者
Saarimaki, Nyyti [1 ]
Vegas, Sira [2 ]
Lenarduzzi, Valentina [3 ]
Taibi, Davide [3 ]
Robredo, Mikel [3 ]
机构
[1] Univ Luxembourg, Esch Sur Alzette, Luxembourg
[2] Univ Politecn Madrid, Madrid, Spain
[3] Univ Oulu, Oulu, Finland
关键词
D O I
10.1145/3643991.3649103
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mining Software Repositories studies have become increasingly popular over the years. However, a notable limitation is that they report correlational relationships rather than establishing causation. In contrast, certain disciplines (e.g. epidemiology) have developed specific methods to address this limitation. The goal of this tutorial is to introduce participants to one such method: cohort studies. By the end of the tutorial, participants will be familiar with the steps and techniques involved in designing and analyzing cohort studies.
引用
收藏
页码:569 / 570
页数:2
相关论文
共 50 条
  • [1] Mining software repositories
    [J]. 1600, Japan Society for Software Science and Technology (30):
  • [2] Mining Open Software Repositories
    Alonso Abad, Jesus
    Lopez Nozal, Carlos
    Maudes Raedo, Jesus M.
    [J]. ERCIM NEWS, 2014, (99): : 23 - 24
  • [3] Ethics in the mining of software repositories
    Nicolas E. Gold
    Jens Krinke
    [J]. Empirical Software Engineering, 2022, 27
  • [4] A Survey on Mining Software Repositories
    Jung, Woosung
    Lee, Eunjoo
    Wu, Chisu
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (05): : 1384 - 1406
  • [5] Ethics in the mining of software repositories
    Gold, Nicolas E.
    Krinke, Jens
    [J]. EMPIRICAL SOFTWARE ENGINEERING, 2022, 27 (01)
  • [6] Tools in Mining Software Repositories
    Chaturvedi, K. K.
    Singh, V. B.
    Singh, Prashast
    [J]. PROCEEDINGS OF THE 2013 13TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ITS APPLICATIONS (ICCSA 2013), 2013, : 89 - 98
  • [7] Process mining software repositories
    Poncin, Wouter
    Serebrenik, Alexander
    van den Brand, Mark
    [J]. 2011 15TH EUROPEAN CONFERENCE ON SOFTWARE MAINTENANCE AND REENGINEERING (CSMR), 2011, : 5 - 13
  • [8] Learning from Software Project Histories Predictive Studies Based on Mining Software Repositories
    Honsel, Verena
    Herbold, Steffen
    Grabowski, Jens
    [J]. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2016, PT III, 2016, 9853 : 267 - 270
  • [9] Emerging topics in mining software repositories: Machine learning in software repositories and datasets
    Güemes-Peña D.
    López-Nozal C.
    Marticorena-Sánchez R.
    Maudes-Raedo J.
    [J]. Progress in Artificial Intelligence, 2018, 7 (3) : 237 - 247
  • [10] Guest editorial: mining software repositories
    Pinzger, Martin
    Kim, Sunghun
    [J]. EMPIRICAL SOFTWARE ENGINEERING, 2016, 21 (05) : 2033 - 2034