ExtremeXP
Project Overview
ExtremeXP (EXPeriment driven and user eXPerience oriented analytics for eXtremely Precise outcomes and decisions) aims to create a next generation decision support system that integrates novel research results from the domains of data integration, machine learning, visual analytics, explainable AI, decentralised trust, knowledge engineering, and model-driven engineering into a common framework. The overarching idea of the framework is to optimise the properties of a complex analytics process that the end user cares about (e.g., accuracy, time-to-answer, specificity, recall, precision, resource consumption) by associating user profiles to computation variants. The framework is envisioned as modular and extensible, orchestrating different services around an Experimentation Engine: Analysis-aware Data Integration, Extreme Data & Knowledge Management, User-driven AutoML, Transparent & Interactive Decision Making, and User-driven Optimization of Complex Analytics. The framework will be validated in five pilot demonstrators.
Intracom Telecom Participation
Intracom Telecom is responsible for the Technical Management of the project, as well as the leader of the use case implementation and the integration activities of the components comprising the ExtremeXP framework.