This document presents the progress of the INFORE project with respect to Interactive, Online Learning and Data Mining and Distributed Complex Event Forecasting. The reader is expected to be familiar with Complex Event Processing, Artificial Intelligence and Distributed processing techniques, as well as the general intent and concept of the INFORE project. The target readership is: INFORE researchers INFORE audit INFORE focuses on scalable event recognition, forecasting and machine learning of event definitions for extreme scale analytics. This document presents the current advancements and discusses the scientific and technological issues that are being investigated inWork-Package 6, with respect to Interactive, Online Learning and Data Mining and Distributed Complex Event Forecasting.