US 12,086,834 B2
System and method for heuristic training of sensing robotics and telematics
Michael De Angelo, Las Vegas, NV (US)
Filed by Mindports AI, Inc., Las Vegas, NV (US)
Filed on Jun. 28, 2021, as Appl. No. 17/360,995.
Application 17/360,995 is a continuation of application No. 15/705,204, filed on Sep. 14, 2017, granted, now 11,080,757.
Application 15/705,204 is a continuation of application No. 14/075,716, filed on Nov. 8, 2013, abandoned.
Claims priority of provisional application 61/818,416, filed on May 1, 2013.
Claims priority of provisional application 61/772,220, filed on Mar. 4, 2013.
Prior Publication US 2021/0326933 A1, Oct. 21, 2021
Int. Cl. G06Q 30/00 (2023.01); G06Q 30/0251 (2023.01)
CPC G06Q 30/0269 (2013.01) [G06Q 30/0267 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computerized hardware-software system for generating improved notifications relating to real-world events external to the system, the system comprising:
a sensing network utilizing a distributed network architecture, said sensing network including, at a location remote to a user, at least one hardware-based sensor configured to sense real-world events external to the system, wherein the user is a software-based intelligence;
a software-based sensed-event processing system configured to encapsulate, in a uniquely defined logical container, recognition by the sensor of a remotely sensed real-world event external to the system, and to append, by a register associated with said uniquely defined logical container, metadata associated with said remotely sensed real-world event including metadata indicating at least one of: a time, a location, an event type, an event intensity level, a delta intensity level, a detection type, a detection certainty level, an association with a predefined event, a human danger level, a threat level, an environmental danger, a predefined event associated with a delta of change, a qualitatively rated event, or a type-classified event;
said sensed-event processing system further configured to append metadata to the sensed remote event and the remote location utilizing a computer-enabled sensor; at least one communication unit configured to process bi-lateral and multi-lateral communications amongst the sensing network, the sensed-event processing system, a notification generation system, and a decision support system;
a decision support system configured to generate at least one user-selectable action option wherein the user is a software-based intelligence, by identifying in a database one or more containers of at least one previously processed remotely sensed real-world event with appended metadata that matches metadata associated with a newly sensed real-world event, identifying in a database one or more action options associated with the one or more containers of at least one previously processed remotely sensed real-world event, determining which of the one or more action options identified has been most highly rated by one or more users, the one or more users each being a software-based intelligence, by comparing the metadata associated with those action options with the metadata associated with the one or more action options selected by one or more users, the one or more users each being a software-based intelligence, and selecting from among the one or more action options the most highly rated of the one or more action options selected by one or more users, the one or more users each being a software-based intelligence, in the past;
said decision support system further configured to send at least one user-selectable action option, to a notification generation system, wherein the user is a software-based intelligence;
said decision support system further configured to generate a decision support system event based on the metadata appended to the information associated with the detected change;
said decision support system further configured to receive a rating, made by one or more users, of an action option presented to a user, said user being a software-based intelligence, and to store that rating with any other rating associated with that action option, wherein each of said one or more users is a software-based intelligence; and
a notification generation system configured to: generate at least one notification containing at least one user-selectable action option, that, once selected by one or more users, the one or more users each being a software-based intelligence, actuates and effects an action in the real-world external to the system, and wherein each of said one or more users is a software-based intelligence.