DBGroup @ unimore

The DBGroup research addresses issues related to the storage, management, querying, and analysis of streaming, heterogeneous, and distributed data. Big Data Integration techniques and entity recognition - the process for identifying the same real-world entity in different data sources - are the main current research interests. The approach to data analysis is based on AI techniques, in particular the so-called Data-Centric AI. We are part of the new international research movement that proposes a new perspective of using Machine Learning (ML), that is MLOps. The goal of MLOps is to make high quality data available through all stages of the ML project lifecycle. MLOps tools are needed to make Data-Driven AI an efficient and systematic process.