Abstract: Disclosed are a system, apparatus, and method for prioritizing and scheduling of notifications to a user on a user device based on the user's behavior profile and user state. The method includes collecting user related data by a plurality of data collectors. The data may be collected by the user's device and a server connected to the user's device. The data collected by the user's device and the server may be different. The collected data is analyzed to generate user states data and user behavior data. The prioritizing and scheduling of the messages is done based on the user states data and the behavior data.

Abstract: A system and method for generating automated response to an input query received from a user in a human-machine interaction environment are described. The system may comprise an external memory wherein the data is stored and segregated into a plurality of segments in the hierarchical structure. The system may further comprise a processor and a memory coupled with the processor. The processor may execute a plurality of modules stored in the memory. A segment identification module may be configured to identify a relevant segment, from the plurality of segments, matching with a user input. A relevant data determination module may be configured to determine relevant data within the relevant segment matching with the user input. A response generation module may be configured to generate a response with respect to the user input based upon the relevant data.

Abstract: Disclosed are a system, apparatus, and method for prioritizing and scheduling of notifications to a user on a user device based on the user's behavior profile and user state. The method includes collecting user related data by a plurality of data collectors. The data may be collected by the user's device and a server connected to the user's device. The data collected by the user's device and the server may be different. The collected data is analyzed to generate user states data and user behavior data. The prioritizing and scheduling of the messages is done based on the user states data and the behavior data.