QMLEx: Data Driven Digital Transformation in Marketing Analytics

This paper presents a data driven approach to replace expert driven business processes. The QMLEx methodology combines NLP algorithms to improve data quality, ML techniques to perform the task and exploits external data sources to eliminate the need for the expert input. The methodology is applied to our internal process devoted to creating groups of products with similar features, one of the most relevant use case in marketing analytics.