Know ML. Knowledge Discovery through Machine Learning
In this whitepaper we propose and describe a methodology invented and implemented by MakoLab R&D team to address the fundamental challenge of practical knowledge management. The methodology that is now being used in the process of creation of the suite of products under an umbrella name: KnowML.
Of course, we do not pretend to have found the ultimate solution to the problem, as it exists on the fundamental level of general intelligence and its absence from today's AI/ML applications. However, we believe we have made a small, yet vital step toward that goal.