US2021398236A1PendingUtilityA1

Remote Monitoring with Artificial Intelligence and Awareness Machines

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Individually held — no corporate assignee on recordPriority: Jun 19, 2020Filed: May 31, 2021Published: Dec 23, 2021
Est. expiryJun 19, 2040(~13.9 yrs left)· nominal 20-yr term from priority
Inventors:Abhijit R. NesarikarAshlesha A. NesarikarAnika A. Nesarikar
G06N 20/00G16H 40/67G16H 40/20G16H 50/80G06Q 50/26G16H 20/00
40
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Claims

Abstract

Systems and methods for awareness machines and artificial intelligence (AI) based communitywide care that may monitor one or more event in one or more domain are described. In an embodiment, a communitywide care may monitor one or more event in real-time. In another embodiment, a multifaceted communitywide care may enhance intelligence and awareness regarding one or more event. A functional performance measure (FPM) is described for the communitywide care and the multifaceted communitywide care. In an embodiment, one or more FPM for a communitywide care may be evaluated to analyze performance and viability of the communitywide care. The one or more FPM may be formulated with one or more metric, which may be computed to derive one or more performance indicator for the communitywide care.

Claims

exact text as granted — not AI-modified
1 . A system for communitywide care,
 wherein the system is based on artificial intelligence, and   wherein the communitywide care is related to real-time remote monitoring for an event of one or more domain,   the system comprising:   
       at least one processor configured to:
 receive one or more first observation of the one or more domain; 
 process the received one or more first observation to generate one or more first intelligence regarding the event; 
 detect one or more onset of one or more first instance of the event by comparing the one or more first intelligence to one or more threshold; 
 formulate, upon detection of the one or more onset of the one or more first instance of the event, one or more notification; and 
 provide the formulated one or more notification to one or more first entity comprising at least one of one or more first administrator, one or more second entity, and combination thereof. 
 
     
     
         2 . The system of  claim 1 ,
 wherein the at least one processor is further configured to:
 receive one or more second observation of the one or more domain; 
 process the received one or more second observation to generate one or more second intelligence regarding the event; and 
 process one or more FPM (functional performance measure) to:
 compare the one or more first intelligence against one or more second administrator's one or more expectation; 
 evaluate, from the one or more FPM and the comparison of the one or more first intelligence against the one or more second administrator's one or more expectation, one or more first metric; 
 compare the one or more second intelligence against one or more third administrator's one or more expectation; 
 evaluate, from the one or more FPM and the comparison of the one or more second intelligence against the one or more third administrator's one or more expectation, one or more second metric; and 
 provide one or more piece of information comprising the evaluated one or more first metric and the evaluated one or more second metric to one or more third entity comprising at least one of the one or more second administrator, the one or more third administrator, one or more fourth entity, and combination thereof,
 wherein providing the one or more piece of information to the one or more third entity enables the one or more third entity to gain one or more insight comprising at least one of: 
  performance of the communitywide care related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
  performance of the system related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
  viability of the communitywide care related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
  viability of the system related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
  improvements for the one or more FPM to enable construction of a subsequent improved one or more second FPM, and 
  combination thereof. 
 
 
   
     
     
         3 . The system of  claim 2 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         4 . The system of  claim 2 , wherein the evaluation of at least one of:
 the one or more first metric,   the one or more second metric, and   combination thereof;   is of a basis comprising at least one of:
 real-time; 
 delayed; 
 episodic; and 
 combination thereof. 
   
     
     
         5 . The system of  claim 4 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         6 . The system of  claim 1 , wherein providing the one or more notification to the one or more first entity enables the one or more first entity to attain one or more goal of the one or more first entity, wherein the one or more goal, regarding the communitywide care, comprises at least one of: minimizing one or more loss and maximizing one or more gain. 
     
     
         7 . A system for communitywide care,
 wherein the system is based on artificial intelligence, and   wherein the communitywide care is related to remote monitoring for an event of one or more domain,   
       the system comprising:
 at least one processor configured to: 
 receive one or more first observation of the one or more domain; 
 process the received one or more first observation to generate one or more first intelligence regarding the event; 
 exchange, with one or more first system, wherein the one or more first system is for one or more communitywide care, one or more first piece of information comprising at least one of:
 one or more third intelligence, 
 one or more third data, 
 the one or more first observation, 
 the one or more first intelligence, and 
 combination thereof; 
 
 detect one or more onset of one or more first instance of the event by comparing the one or more first piece of information to one or more threshold; 
 formulate, upon detection of the one or more onset of the one or more first instance of the event, one or more notification; and 
 provide the formulated one or more notification to one or more first entity comprising at least one of one or more first administrator, the one or more first system, one or more second entity, and combination thereof. 
 
     
     
         8 . The system of  claim 7 ,
 wherein the at least one processor is further configured to:
 receive one or more second observation of the one or more domain; 
 process the received one or more second observation to generate one or more second intelligence regarding the event; 
 exchange, with one or more second system, wherein the one or more second system is for one or more communitywide care, one or more second piece of information comprising at least one of:
 one or more fourth intelligence, 
 one or more fourth data, 
 the one or more second observation, 
 the one or more second intelligence, and 
 combination thereof; and 
 
 process one or more FPM (functional performance measure) to:
 compare the one or more first piece of information against one or more second administrator's one or more expectation; 
 evaluate, from the one or more FPM and the comparison of the one or more first piece of information against the one or more second administrator's one or more expectation, one or more first metric; 
 compare the one or more second piece of information against one or more third administrator's one or more expectation; 
 evaluate, from the one or more FPM and the comparison of the one or more second piece of information against the one or more third administrator's one or more expectation, one or more second metric; and 
 provide one or more third piece of information comprising the evaluated one or more first metric and the evaluated one or more second metric to one or more third entity comprising at least one of the one or more second administrator, the one or more third administrator, the one or more first system, the one or more second system, one or more fourth entity, and combination thereof,
 wherein providing the one or more third piece of information to the one or more third entity enables the one or more third entity to gain one or more insight comprising at least one of: 
  performance of the communitywide care related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
  performance of the system related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
  viability of the communitywide care related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
  viability of the system related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
  improvements for the one or more FPM to enable construction of a subsequent improved one or more second FPM, and 
  combination thereof. 
 
 
   
     
     
         9 . The system of  claim 8 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         10 . The system of  claim 8 , wherein the evaluation of at least one of:
 the one or more first metric,   the one or more second metric, and   combination thereof;   is of a basis comprising at least one of:
 real-time; 
 delayed; 
 episodic; and 
 combination thereof. 
   
     
     
         11 . The system of  claim 10 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         12 . The system of  claim 7 , wherein the communitywide care is a multifaceted communitywide care. 
     
     
         13 . The system of  claim 8 , wherein the communitywide care is a multifaceted communitywide care. 
     
     
         14 . The system of  claim 7 , wherein providing the one or more notification to the one or more first entity enables the one or more first entity to attain one or more goal of the one or more first entity, wherein the one or more goal, regarding the communitywide care, comprises at least one of: minimizing one or more loss and maximizing one or more gain. 
     
     
         15 . A method for communitywide care,
 wherein the method is based on artificial intelligence, and   wherein the communitywide care is related to real-time remote monitoring for an event of one or more domain,   the method comprising:   receiving, by at least one processing device, one or more first observation of the one or more domain;   processing, by the at least one processing device, the received one or more first observation to generate one or more first intelligence regarding the event;   detecting, by the at least one processing device, one or more onset of one or more first instance of the event by comparing the one or more first intelligence to one or more threshold;   formulating, by the at least one processing device, upon detection of the one or more onset of the one or more first instance of the event, one or more notification; and   providing, by the at least one processing device, the formulated one or more notification to one or more first entity comprising at least one of one or more first administrator, one or more second entity, and combination thereof.   
     
     
         16 . The method of  claim 15 , further comprising:
 receiving, by the at least one processing device, one or more second observation of the one or more domain;   processing, by the at least one processing device, the received one or more second observation to generate one or more second intelligence regarding the event; and   processing, by the at least one processing device, one or more FPM (functional performance measure) for:
 comparing the one or more first intelligence against one or more second administrator's one or more expectation; 
 evaluating, from the one or more FPM and the comparison of the one or more first intelligence against the one or more second administrator's one or more expectation, one or more first metric; 
 comparing the one or more second intelligence against one or more third administrator's one or more expectation; 
 evaluating, from the one or more FPM and the comparison of the one or more second intelligence against the one or more third administrator's one or more expectation, one or more second metric; and 
 providing one or more piece of information comprising the evaluated one or more first metric and the evaluated one or more second metric to one or more third entity comprising at least one of the one or more second administrator, the one or more third administrator, one or more fourth entity, and combination thereof,
 wherein providing the one or more piece of information to the one or more third entity enables the one or more third entity to gain one or more insight comprising at least one of:
 performance of the communitywide care related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
 performance of the system related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
 viability of the communitywide care related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
 viability of the system related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
  improvements for the one or more FPM to enable construction of a subsequent improved one or more second FPM, and 
  combination thereof. 
 
 
   
     
     
         17 . The method of  claim 16 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         18 . The method of  claim 16 , wherein the evaluation of at least one of:
 the one or more first metric,   the one or more second metric, and   combination thereof;   is of a basis comprising at least one of:
 real-time; 
 delayed; 
 episodic; and 
 combination thereof. 
   
     
     
         19 . The method of  claim 18 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         20 . The method of  claim 15 , wherein providing the one or more notification to the one or more first entity enables the one or more first entity to attain one or more goal of the one or more first entity, wherein the one or more goal, regarding the communitywide care, comprises at least one of: minimizing one or more loss and maximizing one or more gain. 
     
     
         21 . A method for communitywide care,
 wherein the method is based on artificial intelligence, and   wherein the communitywide care is related to real-time remote monitoring for an event of one or more domain,   the method comprising:   receiving, by at least one processing device, one or more first observation of the one or more domain;   processing, by the at least one processing device, the received one or more first observation to generate one or more first intelligence regarding the event;   exchanging, by the at least one processing device, with one or more first system, wherein the one or more first system is for one or more communitywide care, one or more first piece of information comprising at least one of:
 one or more third intelligence, 
 one or more third data, 
 the one or more first observation, 
 the one or more first intelligence, and 
 combination thereof; 
   detecting, by the at least one processing device, one or more onset of one or more first instance of the event by comparing the one or more first piece of information to one or more threshold;   formulating, by the at least one processing device, upon detection of the one or more onset of the one or more first instance of the event, one or more notification; and   providing, by the at least one processing device, the formulated one or more notification to one or more first entity comprising at least one of one or more first administrator, the one or more first system, one or more second entity, and combination thereof.   
     
     
         22 . The method of  claim 21 , further comprising:
 receiving, by the at least one processing device, one or more second observation of the one or more domain;   processing, by the at least one processing device, the received one or more second observation to generate one or more second intelligence regarding the event;   exchanging, by the at least one processing device, with one or more second system, wherein the one or more second system is for one or more communitywide care, one or more second piece of information comprising at least one of:
 one or more fourth intelligence, 
 one or more fourth data, 
 the one or more second observation, 
 the one or more second intelligence, and 
 combination thereof; and 
   processing, by the at least one processing device, one or more FPM (functional performance measure) for:
 comparing the one or more first piece of information against one or more second administrator's one or more expectation; 
 evaluating, from the one or more FPM and the comparison of the one or more first piece of information against the one or more second administrator's one or more expectation, one or more first metric; 
 comparing the one or more second piece of information against one or more third administrator's one or more expectation; 
 evaluating, from the one or more FPM and the comparison of the one or more second piece of information against the one or more third administrator's one or more expectation, one or more second metric; and 
 providing one or more third piece of information comprising the evaluated one or more first metric and the evaluated one or more second metric to one or more third entity comprising at least one of the one or more second administrator, the one or more third administrator, the one or more first system, the one or more second system, one or more fourth entity, and combination thereof,
 wherein providing the one or more third piece of information to the one or more third entity enables the one or more third entity to gain one or more insight comprising at least one of:
 performance of the communitywide care related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
 performance of the system related to one or more measure comprising at least one of effectiveness, efficacy, and combination thereof, 
 viability of the communitywide care related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
 viability of the system related to one or more measure of a basis comprising at least one of economic, social, jurisdictional, scientific, business, environmental, and combination thereof, 
 improvements for the one or more FPM to enable construction of a subsequent improved one or more second FPM, and 
 combination thereof. 
 
 
   
     
     
         23 . The method of  claim 22 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         24 . The method of  claim 22 , wherein the evaluation of at least one of:
 the one or more first metric,   the one or more second metric, and   combination thereof;   is of a basis comprising at least one of:
 real-time; 
 delayed; 
 episodic; and 
 combination thereof. 
   
     
     
         25 . The method of  claim 24 , wherein the one or more FPM is formulated by one or more metric of a basis comprising at least one of: confusion matrix, truth table, Bayesian network, and combination thereof. 
     
     
         26 . The method of  claim 21 , wherein the one or more communitywide care is a multifaceted communitywide care. 
     
     
         27 . The method of  claim 22 , wherein the one or more communitywide care is a multifaceted communitywide care. 
     
     
         28 . The method of  claim 21 , wherein providing the one or more notification to the one or more first entity enables the one or more first entity to attain one or more goal of the one or more first entity, wherein the one or more goal, regarding the communitywide care, comprises at least one of: minimizing one or more loss and maximizing one or more gain.

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