Models, More Models, and Then a Lot More

O. Babur; L. Cleophas; M. van den Brand; B. Tekinerdogan; M. Aksit

doi:10.1007/978-3-319-74730-9_10

Models, More Models, and Then a Lot More

O. Babur
, L. Cleophas
, M. van den Brand
, B. Tekinerdogan
, M. Aksit

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

13 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	Software Technologies: Applications and Foundations
Subtitle of host publication	STAF 2017 Collocated Workshops, Marburg, Germany, July 17-21, 2017, Revised Selected Papers
Editors	Martina Seidl, Steffen Zschaler
Place of Publication	Cham
Publisher	Springer
Pages	129-135
ISBN (Electronic)	9783319747309
ISBN (Print)	9783319747293
DOIs	https://doi.org/10.1007/978-3-319-74730-9_10
Publication status	Published - 23 Jan 2018
Event	STAF 2017 - Marburg, Germany Duration: 17 Jul 2017 → 21 Jul 2017

Publication series

Name	Lecture notes in computer science
Volume	10748
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference/symposium

Conference/symposium	STAF 2017
Country/Territory	Germany
City	Marburg
Period	17/07/17 → 21/07/17

Keywords

Data mining
Machine learning
Model analytics
Model-Driven Engineering
Scalability

Access to Document

10.1007/978-3-319-74730-9_10

Cite this

Babur, O., Cleophas, L., van den Brand, M., Tekinerdogan, B., & Aksit, M. (2018). Models, More Models, and Then a Lot More. In M. Seidl, & S. Zschaler (Eds.), Software Technologies: Applications and Foundations: STAF 2017 Collocated Workshops, Marburg, Germany, July 17-21, 2017, Revised Selected Papers (pp. 129-135). (Lecture notes in computer science; Vol. 10748). Springer. https://doi.org/10.1007/978-3-319-74730-9_10

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keywords = "Data mining, Machine learning, Model analytics, Model-Driven Engineering, Scalability",

author = "O. Babur and L. Cleophas and \{van den Brand\}, M. and B. Tekinerdogan and M. Aksit",

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Babur, O, Cleophas, L, van den Brand, M, Tekinerdogan, B & Aksit, M 2018, Models, More Models, and Then a Lot More. in M Seidl & S Zschaler (eds), Software Technologies: Applications and Foundations: STAF 2017 Collocated Workshops, Marburg, Germany, July 17-21, 2017, Revised Selected Papers. Lecture notes in computer science, vol. 10748, Springer, Cham, pp. 129-135, STAF 2017, Marburg, Germany, 17/07/17. https://doi.org/10.1007/978-3-319-74730-9_10

Models, More Models, and Then a Lot More. / Babur, O.; Cleophas, L.; van den Brand, M. et al.
Software Technologies: Applications and Foundations: STAF 2017 Collocated Workshops, Marburg, Germany, July 17-21, 2017, Revised Selected Papers. ed. / Martina Seidl; Steffen Zschaler. Cham: Springer, 2018. p. 129-135 (Lecture notes in computer science; Vol. 10748).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

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AU - Cleophas, L.

AU - van den Brand, M.

AU - Tekinerdogan, B.

AU - Aksit, M.

PY - 2018/1/23

Y1 - 2018/1/23

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KW - Machine learning

KW - Model analytics

KW - Model-Driven Engineering

KW - Scalability

U2 - 10.1007/978-3-319-74730-9_10

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Babur O, Cleophas L, van den Brand M, Tekinerdogan B, Aksit M. Models, More Models, and Then a Lot More. In Seidl M, Zschaler S, editors, Software Technologies: Applications and Foundations: STAF 2017 Collocated Workshops, Marburg, Germany, July 17-21, 2017, Revised Selected Papers. Cham: Springer. 2018. p. 129-135. (Lecture notes in computer science). doi: 10.1007/978-3-319-74730-9_10

Models, More Models, and Then a Lot More

Abstract

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Keywords

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Cite this