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US 10,380,613 B1Granted
System and method for analyzing cryptocurrency-related information using artificial intelligence
AssigneeCapital One Services, LLC
InventorZhe Liu
Life of this patent
Estimating the term…
Abstract
Embodiments disclosed herein provide for analyzing cryptocurrency-related information using artificial intelligence. The system and methods provide for: a credibility analysis engine configured to determine the credibility of the cryptocurrency-related information; an artificial intelligence engine configured to predict a cryptocurrency market trend based on the credibility of the cryptocurrency-related information; and a processor is configured to generate and execute a personalized trading decision based on the predicted cryptocurrency market trend.
Claims8
A system for analyzing cryptocurrency-related information using artificial intelligence, the system comprising:
- a plurality of modules, each of the plurality modules associated with a different type of the cryptocurrency-related information;
- a credibility analysis engine, wherein the credibility analysis engine is configured to:
- simultaneously receive, in real time, the cryptocurrency-related information from the plurality of modules;
- determine the credibility of the cryptocurrency-related information based on an analysis of historical information associated with the cryptocurrency-related information, wherein the analysis includes a comparison of the historical information and corresponding real-time events;
- assign a weighting to the cryptocurrency-related information based on the analysis, wherein the historical information having a higher congruence with the corresponding real-time events being given a higher weighting than the historical information having a lower congruence with the corresponding real-time events;
- an artificial intelligence engine, wherein the artificial intelligence is configured to:
- receive (i) the cryptocurrency-related information from the plurality of modules and (ii) the corresponding weighting for each of the cryptocurrency-related information;
- and
- predict a cryptocurrency market trend based on the received cryptocurrency-related information and corresponding weighting;
- detect a cryptocurrency-related real-time event;
- retrieve the historical information associated with the cryptocurrency-related real-time event;
- determine at least one cause of the cryptocurrency-related real-time event based on a causal analysis of (i) the cryptocurrency-related real-time event and (ii) the historical information associated with the cryptocurrency-related real-time event;
- modify the causal analysis based on the determined at least one cause;
- predict the cryptocurrency market trend based on the modified causal analysis;
- and
- a processor, wherein the processor is configured to:
- generate a personalized trading decision based on the predicted cryptocurrency market trend;
- and
- execute the personalized trading decision.
16 more elements
A method for analyzing cryptocurrency-related information using artificial intelligence, the method comprising:
- receiving, at credibility analysis engine, the cryptocurrency-related information from a plurality of modules, wherein the cryptocurrency-related information is received simultaneously in real time;
- determine, with the credibility analysis engine, the credibility of the cryptocurrency-related information based on an analysis of historical information associated with the cryptocurrency-related information, wherein the analysis includes a comparison of the historical information and corresponding real-time events;
- assigning, with the credibility analysis engine, a weighting to the cryptocurrency-related information based on the analysis, wherein the historical information having a higher congruence with the corresponding real-time events being given a higher weighting than the historical information having a lower congruence with the corresponding real-time events;
- receiving, with an artificial intelligence engine, (i) the cryptocurrency-related information from the plurality of modules and (ii) the corresponding weighting for each of the cryptocurrency-related information,
- detecting, with an artificial intelligence engine, a cryptocurrency-related real-time event;
- retrieving, with an artificial intelligence engine, the historical information associated with the cryptocurrency-related real-time event;
- determining, with an artificial intelligence engine, at least one cause of the cryptocurrency-related real-time event based on a causal analysis of (i) the cryptocurrency-related real-time event and (ii) the historical information associated with the cryptocurrency-related real-time event;
- modifying, with an artificial intelligence engine, the causal analysis based on the determined at least one cause;
- predicting, with an artificial intelligence engine, the cryptocurrency market trend based on the modified causal analysis;
- predicting, with the artificial intelligence engine, a cryptocurrency market trend based on the received cryptocurrency-related information and corresponding weighting;
- generating, with a processor, a personalized trading decision based on the predicted cryptocurrency market trend;
- and
- executing, with the processor, the personalized trading decision.
10 more elements
A system for analyzing cryptocurrency-related information using artificial intelligence, the system comprising:
- a server;
- and
- a mobile device;
- wherein the server includes:
- a plurality of modules, each of the plurality modules associated with a different type of the cryptocurrency-related information;
- a credibility analysis engine, wherein the credibility analysis engine is configured to determine the credibility of the cryptocurrency-related information based on an analysis of historical information associated with the cryptocurrency-related information, wherein the analysis includes a comparison of the historical information and corresponding real-time events;
- and
- an artificial intelligence engine, wherein the artificial intelligence is configured to:
- predict a cryptocurrency market trend based on the credibility of the cryptocurrency-related information;
- detect a cryptocurrency-related real-time event;
- retrieve the historical information associated with the cryptocurrency-related real-time event;
- determine at least one cause of the cryptocurrency-related real-time event based on a causal analysis of (i) the cryptocurrency-related real-time event and (ii) the historical information associated with the cryptocurrency-related real-time event,
- modify the causal analysis based on the determined at least one cause;
- predict the cryptocurrency market trend based on the modified causal analysis;
- and
- wherein the mobile device includes a processor, wherein the processor is configured to generate and execute a personalized trading decision based on the predicted cryptocurrency market trend.
13 more elements
Dependencies are inferred from the claim text.