We propose an extension of the Cross Industry Standard Process for Data Mining (CRISPDM) which addresses specific challenges of machine learning and data mining for context and model reuse handling. This new general context-aware process model is mapped with CRISP-DM reference model proposing some new or enhanced outputs.
@article{arxiv.1709.09003,
title = {CASP-DM: Context Aware Standard Process for Data Mining},
author = {Fernando Martínez-Plumed and Lidia Contreras-Ochando and Cèsar Ferri and Peter Flach and José Hernández-Orallo and Meelis Kull and Nicolas Lachiche and María José Ramírez-Quintana},
journal= {arXiv preprint arXiv:1709.09003},
year = {2017}
}