Efficient social networking fact checking method and system
First Claim
Patent Images
1. A method programmed in a non-transitory memory of a device comprising:
- a. automatically fact checking social networking information by comparing the social networking information with source information to generate a result, wherein comparing includes;
i. searching for an exact match of the social networking information in the source information and returning the exact match search result of the exact match search if the exact match is found;
ii. otherwise, if the exact match is not found, then utilizing pattern matching for fact checking and returning the result of the pattern matching fact check if a pattern matching result confidence score is above a pattern matching result confidence threshold;
iii. otherwise, if the pattern matching result confidence score is not above the pattern matching result confidence threshold, then utilizing a natural language search for fact checking and returning the result of the natural language fact check if a natural language result confidence score is above a natural language result confidence threshold; and
iv. otherwise, returning a negative result value as the result; and
b. automatically presenting a status of the social networking information in real-time based on the result of the comparison of the social networking information with the source information,wherein searching for the exact match begins searching the source information located on a fastest access time hardware device, then using the source information located on a second fastest access time hardware device, and then using the source information located on slower access time hardware devices until a device list has been exhausted;
wherein utilizing pattern matching begins utilizing the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted; and
wherein the natural language search begins searching the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted.
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Abstract
An efficient fact checking system analyzes and determines the factual accuracy of information and/or characterizes the information by comparing the information with source information. The efficient fact checking system automatically monitors information, processes the information, fact checks the information efficiently and/or provides a status of the information.
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Citations
19 Claims
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1. A method programmed in a non-transitory memory of a device comprising:
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a. automatically fact checking social networking information by comparing the social networking information with source information to generate a result, wherein comparing includes; i. searching for an exact match of the social networking information in the source information and returning the exact match search result of the exact match search if the exact match is found; ii. otherwise, if the exact match is not found, then utilizing pattern matching for fact checking and returning the result of the pattern matching fact check if a pattern matching result confidence score is above a pattern matching result confidence threshold; iii. otherwise, if the pattern matching result confidence score is not above the pattern matching result confidence threshold, then utilizing a natural language search for fact checking and returning the result of the natural language fact check if a natural language result confidence score is above a natural language result confidence threshold; and iv. otherwise, returning a negative result value as the result; and b. automatically presenting a status of the social networking information in real-time based on the result of the comparison of the social networking information with the source information, wherein searching for the exact match begins searching the source information located on a fastest access time hardware device, then using the source information located on a second fastest access time hardware device, and then using the source information located on slower access time hardware devices until a device list has been exhausted; wherein utilizing pattern matching begins utilizing the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted; and wherein the natural language search begins searching the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A method programmed in a non-transitory memory of a device comprising:
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a. automatically fact checking social networking information by comparing the social networking information with source information to generate a result, wherein comparing includes; i. implementing a first fact check implementation for fact checking the social networking information using the source information and returning a first fact check result of the first fact check implementation if the first fact check result of the first fact check is above a first confidence threshold; ii. otherwise, if the first fact check result is not above the first confidence threshold, then implementing a second fact check implementation for fact checking the social networking information using the source information and returning a second fact check result of the second fact check implementation if the second fact check result of the second fact check is above a second confidence threshold; iii. otherwise, if the second fact check result is not above the second confidence threshold, then implementing a third fact check implementation for fact checking the social networking information using the source information and returning a third fact check result of the third fact check implementation if the third fact check result of the third fact check is above a third confidence threshold; and iv. otherwise, returning a negative result value as the result; and b. automatically presenting a status of the social networking information in real-time based on the comparison of the social networking information with the source information, wherein implementing the first fact check implementation begins searching the source information located on a fastest access time hardware device, then using the source information located on a second fastest access time hardware device, and then using the source information located on slower access time hardware devices until a device list has been exhausted; wherein implementing the second fact check implementation begins utilizing the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted; and wherein implementing the third fact check implementation begins searching the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted.
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19. A device comprising:
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a. a non-transitory memory for storing an application for automatically performing the following steps; i. fact checking social networking information by comparing the social networking information with source information to generate a result, wherein comparing includes; (1) searching for an exact match of the social networking information in the source information and returning the exact match search result of the exact match search if the exact match is found; (2) otherwise, if the exact match is not found, then utilizing pattern matching for fact checking and returning the result of the pattern matching fact check if a pattern matching result confidence score is above a pattern matching result confidence threshold; (3) otherwise, if the pattern matching result confidence score is not above the pattern matching result confidence threshold, then utilizing a natural language search for fact checking and returning the result of the natural language fact check if a natural language result confidence score is above a natural language result confidence threshold; and (4) otherwise, returning a negative result value as the result; and ii. presenting a status of the social networking information in real-time based on the result of the comparison of the social networking information with the source information, wherein searching for the exact match begins searching the source information located on a fastest access time hardware device, then using the source information located on a second fastest access time hardware device, and then using the source information located on slower access time hardware devices until a device list has been exhausted; wherein utilizing pattern matching begins utilizing the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted; wherein the natural language search begins searching the source information located on the fastest access time hardware device, then using the source information located on the second fastest access time hardware device, and then using the source information located on the slower access time hardware devices until the device list has been exhausted; wherein searching for the exact match begins searching the source information located in a designated fact checking database, then goes to a broader set of source information, and repeatedly goes to broader sets of source information until a broadest source information set has been exhausted; wherein utilizing pattern matching begins utilizing the source information located in the designated fact checking database, then goes to the broader set of source information, and repeatedly goes to broader sets of source information until the broadest source information set has been exhausted; and wherein the natural language search begins searching the source information located in the designated fact checking database, then going to the broader set of source information, and repeatedly going to broader sets of source information until the broadest source information set has been exhausted; and b. a processor for processing the application.
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Specification