The Computational Notebook Paradigm for Multi-paradigm Modeling

Computational notebooks are gaining widespread acceptance as a paradigm for storage, dissemination, and re-production of experimental results. In this paper, we define the computational notebook paradigm (CNP) consisting of entities and processes and discuss how the reproducibility of the experiment...

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Bibliographic Details
Published in:2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) pp. 449 - 454
Main Authors: Oakes, Bentley James, Franceschini, Romain, Van Mierlo, Simon, Vangheluwe, Hans
Format: Conference Proceeding
Language:English
Published: IEEE 01.09.2019
Subjects:
Collaboration
Complexity theory
Computational modeling
Computational notebooks
Context modeling
Documentation
Experimental Process
Kernel
Model driven engineering
Multi-paradigm modeling
Paradigms
Reproducibility
Reproducibility of results
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Summary:Computational notebooks are gaining widespread acceptance as a paradigm for storage, dissemination, and re-production of experimental results. In this paper, we define the computational notebook paradigm (CNP) consisting of entities and processes and discuss how the reproducibility of the experimental process and results is enhanced by each element. This paper also details the interactions of CNP and multi-paradigm modeling (MPM), with an aim of understanding how to support MPM within the CNP, and improve the reproducibility aspects of both the CNP and MPM.
DOI:10.1109/MODELS-C.2019.00072