Implementing dynamic confidence rescaling with modularity in automatic user intent detection systems

A system for implementing dynamic confidence rescaling for modularity in automatic user intent detection systems comprising:

• a user intent detection control logic,
• said user intent detection control logic and a confidence rescaling algorithm tangibly embodied in a non-transitory machine readable medium used to implement dynamic confidence rescaling for modularity in automatic user intent detection systems;
• said user intent detection control logic, identifying user intents using separately trained models with corresponding training data;
• said user intent detection system control logic, applying natural language processing (NLP) and statistical analysis on the training data to classify the training data into groups and modules;
• and
• said user intent detection control logic, applying dynamic confidence scaling for combining the modules using statistical information computed about each module being combined to identify user intents.