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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 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.