A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems

被引：30

作者：

Combemale, Benoit ^{[1
,2
]}

Kienzle, Jorg ^{[3
]}

Mussbacher, Gunter ^{[3
]}

Ali, Hyacinth ^{[3
]}

Amyot, Daniel ^{[4
]}

Bagherzadeh, Mojtaba ^{[5
]}

Batot, Edouard ^{[6
]}

Bencomo, Nelly ^{[7
]}

Benni, Benjamin ^{[8
]}

Bruel, Jean-Michel ^{[1
,9
]}

Cabot, Jordi ^{[10
,11
]}

Cheng, Betty H. C. ^{[12
]}

Collet, Philippe ^{[8
]}

Engels, Gregor ^{[13
]}

Heinrich, Robert ^{[14
]}

Jezequel, Jean-Marc ^{[15
,16
]}

Koziolek, Anne ^{[17
]}

Mosser, Sebastien ^{[18
]}

Reussner, Ralf ^{[17
]}

Sahraoui, Houari ^{[19
]}

Saini, Rijul ^{[3
]}

Sallou, June ^{[20
,21
]}

Stinckwich, Serge ^{[22
]}

Syriani, Eugene ^{[19
]}

Wimmer, Manuel ^{[23
]}

机构：

[1] Univ Toulouse, Software Engn, F-35042 Toulouse, France

[2] INRIA, Paris, France

[3] McGill Univ, Montreal, PQ H3A 0E9, Canada

[4] Univ Ottawa, Ottawa, ON K1N 5N5, Canada

[5] Queens Univ, Kingston, ON, Canada

[6] Univ Montreal, Montreal, PQ, Canada

[7] Aston Univ, Birmingham B4 7ET, W Midlands, England

[8] Univ Cote Azur, F-06103 Biot, France

[9] IRIT, Toulouse, France

[10] ICREA, Barcelona, Spain

[11] UOC, Barcelona, Spain

[12] Michigan State Univ, Comp Sci & Engn, E Lansing, MI 48824 USA

[13] Paderborn Univ, Database & Informat Syst, D-33100 Paderborn, Germany

[14] Karlsruhe Inst Technol, Qual Driven Syst Evolut Res Grp, D-76128 Karlsruhe, Germany

[15] Univ Rennes, CNRS, INRIA, Rennes, France

[16] IRISA, Paris, France

[17] Karlsruhe Inst Technol, Software Engn, D-76128 Karlsruhe, Germany

[18] Univ Quebec Montreal, Software Engn, Montreal, PQ H3C 3P8, Canada

[19] Univ Montreal, Montreal, PQ H3C 3J7, Canada

[20] Univ Rennes, INRIA, CNRS, IRISA,Geosci Rennes, Rennes, France

[21] OSUR, Rennes, France

[22] United Nations Univ Inst, Res, Macau 1508925, Peoples R China

[23] Johannes Kepler Univ Linz, Dept Business Informat Software Engn, Linz, Austria

来源：

IEEE SOFTWARE | 2021年 / 38卷 / 04期

关键词：

Data models; Unified modeling language; Mathematical model; Predictive models; Numerical models; Sociotechnical systems;

D O I：

10.1109/MS.2020.2995125

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

The models and data framework demystifies the different roles that models and data play in software development and operation and clarifies where machine learning and artificial intelligence techniques could be used.

引用

页码：71 / 84

页数：14

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