Optimized summarizing method and system utilizing fact checking
First Claim
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1. A method programmed in a non-transitory memory of a device comprising:
- a. acquiring target information;
b. processing the target information, including parsing the target information into parsed information;
c. fact checking, with the device, the target information by comparing the parsed information with source information to generate fact checking results;
d. summarizing the target information to generate a summary of the target information utilizing lexical chaining and the fact checking results generated by fact checking the target information, including determining total strengths of sentences within the target information, wherein a total strength of a sentence is based on a lexical chain strength and a factual accuracy of the sentence, further wherein the total strength of the sentence is increased when the sentence is factually accurate, and the total strength of the sentence is decreased when the sentence is factually inaccurate, wherein when the target information has not received a number of positive comments above a threshold, then a base number of sentences are utilized to generate the summary of the target information, and when the target information has received the number of positive comments above the threshold, then the base number of sentences plus an additional number of sentences are utilized to generate the summary of the target information; and
e. providing the summary of the target information in real-time.
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Abstract
An optimized fact checking system analyzes and determines the factual accuracy of information and/or characterizes the information by comparing the information with source information. The optimized fact checking system automatically monitors information, processes the information, fact checks the information in an optimized manner and/or provides a status of the information. In some embodiments, the optimized fact checking system generates, aggregates, and/or summarizes content.
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Citations
20 Claims
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1. A method programmed in a non-transitory memory of a device comprising:
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a. acquiring target information; b. processing the target information, including parsing the target information into parsed information; c. fact checking, with the device, the target information by comparing the parsed information with source information to generate fact checking results; d. summarizing the target information to generate a summary of the target information utilizing lexical chaining and the fact checking results generated by fact checking the target information, including determining total strengths of sentences within the target information, wherein a total strength of a sentence is based on a lexical chain strength and a factual accuracy of the sentence, further wherein the total strength of the sentence is increased when the sentence is factually accurate, and the total strength of the sentence is decreased when the sentence is factually inaccurate, wherein when the target information has not received a number of positive comments above a threshold, then a base number of sentences are utilized to generate the summary of the target information, and when the target information has received the number of positive comments above the threshold, then the base number of sentences plus an additional number of sentences are utilized to generate the summary of the target information; and e. providing the summary of the target information in real-time. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 20)
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18. A method programmed in a non-transitory memory of a device comprising:
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a. acquiring target information; b. processing the target information, including parsing the target information into parsed information; c. fact checking, with the device, the target information by comparing the parsed information with source information to generate fact checking results; d. summarizing the target information to generate a summary of the target information utilizing lexical chaining and the fact checking results generated by fact checking the target information, including determining total strengths of sentences within the target information, wherein a total strength of a sentence is based on a lexical chain strength and a factual accuracy of the sentence, further wherein the total strength of the sentence is increased when the sentence is factually accurate, the total strength of the sentence is decreased when the sentence is factually inaccurate, and the total strength of the sentence is unchanged when the sentence is unverified as factually accurate or factually inaccurate by fact checking, wherein when the target information has not received a number of positive comments above a threshold, then a base number of sentences are utilized to generate the summary of the target information, and when the target information has received the number of positive comments above the threshold, then the base number of sentences plus an additional number of sentences are utilized to generate the summary of the target information; and e. providing the summary of the target information in real-time.
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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. acquiring target information; ii. processing the target information, including parsing the target information into parsed information; iii. fact checking, with the device, the target information by comparing the parsed information with source information to generate fact checking results; iv. summarizing the target information to generate a summary of the target information utilizing lexical chaining and the fact checking results generated by fact checking the target information, including determining total strengths of sentences within the target information, wherein a total strength of a sentence is based on a lexical chain strength and a factual accuracy of the sentence, further wherein the total strength of the sentence is increased when the sentence is factually accurate, and the total strength of the sentence is decreased when the sentence is factually inaccurate, wherein the sentences of the target information with factually inaccurate information are not utilized for generating the summary of the target information, wherein when the target information has not received a number of positive comments above a threshold, then a base number of sentences are utilized to generate the summary of the target information, and when the target information has received the number of positive comments above the threshold, then the base number of sentences plus an additional number of sentences are utilized to generate the summary of the target information; and v. providing the summary of the target information in real-time; and b. a processor for processing the application.
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Specification