WP2, Context and Knowledge Process Mining

WP2 comprises the following objectives:

To formalize context and knowledge processes as “probabilistic temporal processes”
To tune/fit “probabilistic temporal process” models from the case studies data
To deal with multi modal data describing the modelled processes including: structured data, text, social networks
To provide human understandable context sensitive explanations of inquiries about the modelled processes (e.g. by generating human readable reasoning traces or by visualization of complex data relationships)
To provide efficient context sensitive recommendations for improving the modelled process (e.g. improving the structure of collaboration to make processes more efficient)
To forecast future actions based on identified trends within the modelled processes for efficient planning
To be scalable to the degree to deal with real life scale of enterprise knowledge processes with near-to real-time response
To develop working software module covering the above analytic functionalities