System and method for explaining actions taken in real-time on event stream using nlg

A method for explaining actions taken in real-time on event stream, comprising:

• taking a plurality of inputs and figuring out properties of the plurality of inputs by a data analyzation and precise decision module on a computing device, whereby the data analyzation and precise decision module sends the plurality of inputs to a database and analyzes the plurality of inputs and implements a plurality of decisions on the computing device;
• extracting relevant information to make a decision and then running through all the information to come to appropriate action by the data analyzation and precise decision module on the computing device, the data analyzation and precise decision module also configured to send a written narrative to a user about the plurality of decisions and give an explanation on why the certain decision is necessary;
• processing relevant information together through decision models and come up with a set of values that are compared to the values in a thresholder to make a decision and fetching an appropriate action from an action table on the database and forwarding the appropriate action to the data analyzation and precise decision module;
• executing the action to implement the decision by the data analyzation and precise decision module on the computing device and then getting user feedback to the database which keeps updating itself to come up with better decisions;
• and
• generating a language that explains the decision being taken and the reasons behind why the action has chosen to be executed on the computing device by the data analyzation and precise decision module.

A computer program product comprising a non-transitory computer-readable medium having a computer-readable program code embodied therein to be executed by one or more processors, said program code including instructions to:

• take a plurality of inputs and figuring out properties of the plurality of inputs by a data analyzation and precise decision module on a computing device, whereby the data analyzation and precise decision module sends the plurality of inputs to a database and analyzes the plurality of inputs and implements a plurality of decisions on the computing device;
• extract relevant information to make a decision and then running through all the information to come to appropriate action by the data analyzation and precise decision module on the computing device, the data analyzation and precise decision module also configured to send a written narrative to a user about the plurality of decisions and give an explanation on why the certain decision is necessary;
• process relevant information together through decision models and come up with a set of values that are compared to the values in a thresholder to make a decision and fetching an appropriate action from an action table on the database and forwarding the appropriate action to the data analyzation and precise decision module;
• execute the action to implement the decision by the data analyzation and precise decision module on the computing device and then getting user feedback to the database which keeps updating itself to come up with better decisions;
• and
• generate a language that explains the decision being taken and the reasons behind why the action has chosen to be executed on the computing device by the data analyzation and precise decision module.