Method and system for a user-specific cognitive unit that enhances generic recommendation systems

A computer system for human artificial intelligence interaction (HAII) comprising:

• a computer processor;
• a computer-readable memory coupled to the computer processor, the computer readable memory encoded with computer instructions that, when executed by the computer processor, cause the computer system to performs the steps of:
• displaying one or more suggested tasks to a user;
• receiving a first input from the user, the first input indicating a selected suggested task from the one or more suggested tasks;
• in response to receiving the first input from the user:
• training a cognitive unit with the first input from the user so that the cognitive unit learns a bias of the user associated with the suggested task;
• displaying to the user a predicted action associated with the selected suggested task;
• and
• receiving a second input from the user, the second input indicating whether the predicted action is accepted by the user;
• in response to the second input from the user indicating that the predicted action is accepted by the user:
• training a cognitive unit with the second input from the user so that the cognitive unit learns the predicted action is acceptable to the user for the selected suggested task;
• and
• saving the suggested task and the predicted action in a task manager;
• in response to the second input from the user indicating that the predicted action is not accepted by the user:
• training a cognitive unit with the second input from the user so that the cognitive unit learns the predicted action is not acceptable to the user for the selected suggested task;
• displaying one or more situationally suitable actions to the user, the situationally suitable actions prioritized by the cognitive unit;
• and
• receiving a third input from the user, the third input second input indicating a selected situationally suitable action from the one or more situationally suitable actions;
• training a cognitive unit with the third input from the user so that the cognitive unit learns the selected situationally suitable action is acceptable to the user for the selected suggested task.

A non-transitory computer-readable medium encoded with computer instructions for human artificial intelligence interaction (HAII), the computer instructions, when executed by a computer system, cause the computer system to perform the steps of:

• displaying one or more suggested tasks to a user;
• receiving a first input from the user, the first input indicating a selected suggested task from the one or more suggested tasks;
• in response to receiving the first input from the user:
• training a cognitive unit with the first input from the user so that the cognitive unit learns a bias of the user associated with the suggested task;
• displaying to the user a predicted action associated with the selected suggested task;
• and
• receiving a second input from the user, the second input indicating whether the predicted action is accepted by the user;
• in response to the second input from the user indicating that the predicted action is accepted by the user:
• training a cognitive unit with the second input from the user so that the cognitive unit learns the predicted action is acceptable to the user for the selected suggested task;
• and
• saving the suggested task and the predicted action in a task manager;
• in response to the second input from the user indicating that the predicted action is not accepted by the user:
• training a cognitive unit with the second input from the user so that the cognitive unit learns the predicted action is not acceptable to the user for the selected suggested task;
• displaying one or more situationally suitable actions to the user, the situationally suitable actions prioritized by the cognitive unit;
• and
• receiving a third input from the user, the third input second input indicating a selected situationally suitable action from the one or more situationally suitable actions;
• training a cognitive unit with the third input from the user so that the cognitive unit learns the selected situationally suitable action is acceptable to the user for the selected suggested task.