We have recently publish a post at the Modeling Languages blog, maintained by Jordi Cabot, about the work in progress of the PhD of Walmir Couto.
We describe a solution that uses Multi-Layer Perceptrons (MLP) to classify a set of unstructured JSON models, according to a set of metamodels. In other words, to answer if a given JSON model is equivalent to existing statically typed metamodels. It enables to discover the application domain of the input models
The blog post can be accessed at:
https://modeling-languages.com/classifying-unstructured-models-multi-layer-perceptrons/