Models, More Models, and Then a Lot More

被引:5
作者
Babur, Onder [1 ]
Cleophas, Loek [1 ]
van den Brand, Mark [1 ]
Tekinerdogan, Bedir [2 ]
Aksit, Mehmet [3 ]
机构
[1] Eindhoven Univ Technol, Eindhoven, Netherlands
[2] Wageningen Univ & Res, Wageningen, Netherlands
[3] Univ Twente, Enschede, Netherlands
来源
SOFTWARE TECHNOLOGIES: APPLICATIONS AND FOUNDATIONS, STAF 2017 | 2018年 / 10748卷
关键词
Model-Driven Engineering; Scalability; Model analytics; Data mining; Machine learning;
D O I
10.1007/978-3-319-74730-9_10
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
With increased adoption of Model-Driven Engineering, the number of related artefacts in use, such as models, metamodels and transformations, greatly increases. To confirm this, we present quantitative evidence from both academia - in terms of repositories and datasets - and industry - in terms of large domain-specific language ecosystems. To be able to tackle this dimension of scalability in MDE, we propose to treat the artefacts as data, and apply various techniques - ranging from information retrieval to machine learning - to analyse and manage those artefacts in a holistic, scalable and efficient way.
引用
收藏
页码:129 / 135
页数:7
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