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
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
相关论文
共 50 条
  • [21] Are Discrete Models More Accurate?
    Huebler, Alfred
    Gerig, Austin
    COMPLEXITY, 2010, 16 (02) : 5 - 7
  • [22] More meaningful UML models
    Ober, I
    37TH INTERNATIONAL CONFERENCE ON TECHNOLOGY OF OBJECT-ORIENTED LANGUAGES AND SYSTEMS, PROCEEDINGS, 2000, : 146 - 157
  • [23] MORE GENERAL CREDIBILITY MODELS
    Atanasiu, Virginia
    MATHEMATICA BOHEMICA, 2009, 134 (01): : 39 - 47
  • [24] DOING A LOT MORE WITH A LOT LESS
    TIPPING, JW
    RESEARCH-TECHNOLOGY MANAGEMENT, 1993, 36 (05) : 13 - 14
  • [25] More on Lot-to-Lot Changes
    Bais, Renze
    Chesher, Douglas
    CLINICAL CHEMISTRY, 2014, 60 (02) : 413 - 414
  • [26] DEVELOPING MODELS WITH MORE DETAIL - DO MORE ALGORITHMS GIVE MORE TRUTH
    DECOURSEY, DG
    WEED TECHNOLOGY, 1992, 6 (03) : 709 - 715
  • [27] A LOT MORE IS GOING ON
    HEARD, A
    POPULATION AND ENVIRONMENT, 1990, 11 (03) : 231 - 236
  • [28] Electrification of transportation means a lot more than a lot more electric vehicles
    Tamor, Michael A.
    Stechel, Ellen B.
    ISCIENCE, 2022, 25 (06)
  • [29] Opinion: more mouse models and more translation needed for ALS
    Fisher, Elizabeth M. C.
    Greensmith, Linda
    Malaspina, Andrea
    Fratta, Pietro
    Hanna, Michael G.
    Schiavo, Giampietro
    Isaacs, Adrian M.
    Orrell, Richard W.
    Cunningham, Thomas J.
    Arozena, Abraham Acevedo
    MOLECULAR NEURODEGENERATION, 2023, 18 (01)
  • [30] Opinion: more mouse models and more translation needed for ALS
    Elizabeth M.C. Fisher
    Linda Greensmith
    Andrea Malaspina
    Pietro Fratta
    Michael G. Hanna
    Giampietro Schiavo
    Adrian M. Isaacs
    Richard W. Orrell
    Thomas J. Cunningham
    Abraham Acevedo Arozena
    Molecular Neurodegeneration, 18