Determining demographics based on user interaction
First Claim
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1. A method for determining demographics based on user interaction, the method comprising:
- accessing information regarding a user of interest from a plurality of digital content sources over a communication network, the accessed information including;
a plurality of user profiles that each indicate at least one demographic characterizing the user of interest, andone or more language usage indicators regarding use of language by the user of interest, the language usage indicators selected from the group consisting of diction, sentence composition, jargon, and phrasing; and
executing instructions stored in memory, wherein execution of the instructions by a processor;
aggregates demographics characterizing the user of interest based on the plurality of user profiles accessed from the plurality of digital content sources,identifies one or more new demographics that characterize the user of interest based on a data analysis server applying at least one analytical technique selected from machine learning, artificial intelligence (AI), natural language process (NLP), Bayesian filters and classifiers, and advanced information processing systems to the language usage indicators and the aggregated demographics, andexports a report indicating that the user belongs to the aggregated demographics and the one or more new demographics, wherein data in the report is exported as a digital file that is formatted for a designated application at a recipient device.
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Abstract
Methods and systems for determining demographics based on user interaction are provided. Demographic information is maintained in association with certain indicators. Information regarding user interaction related to an item of interest is accessed, and indicators may be identified based on the user interaction information associated with a user. It is determined that the user belongs to one or more demographics based on the identified indicators, and a report may be generated.
64 Citations
19 Claims
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1. A method for determining demographics based on user interaction, the method comprising:
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accessing information regarding a user of interest from a plurality of digital content sources over a communication network, the accessed information including; a plurality of user profiles that each indicate at least one demographic characterizing the user of interest, and one or more language usage indicators regarding use of language by the user of interest, the language usage indicators selected from the group consisting of diction, sentence composition, jargon, and phrasing; and executing instructions stored in memory, wherein execution of the instructions by a processor; aggregates demographics characterizing the user of interest based on the plurality of user profiles accessed from the plurality of digital content sources, identifies one or more new demographics that characterize the user of interest based on a data analysis server applying at least one analytical technique selected from machine learning, artificial intelligence (AI), natural language process (NLP), Bayesian filters and classifiers, and advanced information processing systems to the language usage indicators and the aggregated demographics, and exports a report indicating that the user belongs to the aggregated demographics and the one or more new demographics, wherein data in the report is exported as a digital file that is formatted for a designated application at a recipient device. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. An apparatus for determining demographics based on user interaction, the apparatus comprising:
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a communications interface that accesses information regarding a user of interest from a plurality of digital content sources over a communication network, the accessed information including; a plurality of user profiles that each indicate at least one demographic characterizing the user of interest, and one or more language usage indicators regarding use of language by the user of interest, the language usage indicators selected from the group consisting of diction, sentence composition, jargon, and phrasing; and a processor for executing instructions stored in memory, wherein execution of the instructions by the processor; aggregates demographics characterizing the user of interest based on the plurality of user profiles accessed from the plurality of digital content sources, identifies one or more new demographics that characterize the user of interest based on a data analysis server applying at least one analytical technique selected from machine learning, artificial intelligence (AI), natural language process (NLP), Bayesian filters and classifiers, and advanced information processing systems to the language usage indicators and the aggregated demographics, and exports a report indicating that the user belongs to the aggregated demographics and the one or more new demographics, wherein data in the report is exported as a digital file that is formatted for a designated application at a recipient device. - View Dependent Claims (13, 14, 15, 16, 17, 18)
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19. A non-transitory computer-readable storage medium, having embodied thereon a program executable by a processor to perform a method for determining demographics based on user interaction, the method comprising:
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accessing information regarding a user of interest from a plurality of digital content sources over a communication network, the accessed information including; a plurality of user profiles that each indicate at least one demographic characterizing the user of interest, and one or more language usage indicators regarding use of language by the user of interest, the language usage indicators selected from the group consisting of diction, sentence composition, jargon, and phrasing; aggregating demographics characterizing the user of interest based on the plurality of user profiles accessed from the plurality of digital content sources; identifying one or more new demographics that characterize the user of interest based on a data analysis server applying at least one analytical technique selected from machine learning, artificial intelligence (AI), natural language process (NLP), Bayesian filters and classifiers, and advanced information processing systems to the language usage indicators and the aggregated demographics, and exporting a report indicating that the user belongs to the aggregated demographics and the one or more new demographics, wherein data in the report is exported as a digital file for a designated application at a recipient device.
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Specification