Database image matching using machine learning with output personalization
US-10325315-B1 · Jun 18, 2019 · US
US11019046B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11019046-B2 |
| Application number | US-201916362088-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 22, 2019 |
| Priority date | Jul 9, 2018 |
| Publication date | May 25, 2021 |
| Grant date | May 25, 2021 |
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Official abstract text for this publication.
A system for generating an enhanced distributed online registry that utilizes an interoperable framework, and machine learning and natural language processing technologies to automatically provide compatible registry items. A persistent secure connection across distributed systems facilitates automatic synchronization of the generated online registry items across the distributed systems and devices accessing those systems. The online registry application processor utilizes machine learning and natural language technologies to generate an acquisition trending model which may be utilized to generate an enhanced distributed online registry that may determine and provide registry items that are compatible with the customer acquisition. Utilizing a persistent bi-directional connection, the online registry application processor may automatically synchronize the enhanced distributed online registry in real time as registry items are added and purchased.
Opening claim text (preview).
The invention claimed is: 1. A system for generating an enhanced distributed online registry, comprising: an acquisition server; a data storage adapted to stores customer identification information, customer financial information, and one or more customer acquisition preferences that enables the generation, transmission and processing of compatible customer acquisition data; and a communication interface adapted to facilitates secure integration and transaction processing between the acquisition server, the data storage, a merchant system, an acquisition system, an account provider system and/or a user device to provide simultaneous financing prequalification, financing and transaction processing in real time; wherein the acquisition server is adapted to establish and utilize a secure connection between the acquisition server, the data storage, a merchant system, an acquisition system, an account provider system and/or a user device to: provide real-time acquisition determinations; concurrently execute an acquisition and build acquisition content associated with the acquisition determination and compatible customer acquisition data, wherein the content is configured to be processed by machine learning and natural language processing technologies and learning models based on system generated factors associated with the acquisition; and transmit, via the communication interface, to an online registry application processor, the acquisition content and an associated acquisition request approval including at least customer identification information, customer financial information, and one or more customer acquisition preferences retrieved from the data storage, to generate online registry items that are compatible with the customer acquisition and the customer acquisition preferences. 2. The system of claim 1 , further comprising an authentication processor that is adapted to receives user data and user input associated with an authentication request, sent from the user device via the communication interface, to authenticate the user. 3. The system of claim 2 , wherein upon authentication of the user based on evaluation of the user data and user input, the system is adapted to transmit a secure link to the user device that provides access to the acquisition request approval. 4. The system of claim 2 , wherein the authentication processor is adapted to confirm the location of the user device over a wireless connection by evaluating a unique user ID—secure link token pair. 5. The system of claim 1 , wherein the acquisition server is adapted to establish a secure communication interface with a third party social networking system. 6. The system of claim 5 , wherein the acquisition server is adapted to transmit to a user device, via a push notification, a request for permission to share with the third party social networking system the acquisition content and the associated acquisition request approval. 7. The system of claim 5 , wherein the acquisition server is adapted to generate a user profile that is stored in the data storage, wherein the user profile indicates whether a user opts in or opts out to automatically sharing notifications of acquisitions via third party social media systems. 8. The system of claim 1 , wherein the acquisition server is adapted to make calls to the online registry system via private Application Programming Interfaces (APIs) utilizing a token to provide a secure communication channel. 9. The system of claim 1 , wherein the acquisition server is adapted to utilize a web scraping API to extract content related to acquisitions from third party websites. 10. The system of claim 1 , wherein the online registry application processor is adapted to automatically synchronize the enhanced distributed online registry in real time as acquisition as acquisition content and an associated acquisition request approval are received from the acquisition server. 11. A method for generating an enhanced distributed online registry comprising: storing in a data storage, customer identification information, customer financial information, and one or more customer acquisition preferences that enables the generation, transmission and processing of compatible customer acquisition data; and establishing and utilizing a secure connection to facilitate integration and transaction processing between the acquisition server, the data storage, a merchant system, an acquisition system, an account provider system and/or a user device to provide simultaneous financing prequalification, financing and transaction processing in real time; providing real-time acquisition determinations; concurrently executing an acquisition and building and synchronizing acquisition content associated with the acquisition determination and compatible customer acquisition data, wherein the content is configured to be processed by machine learning and natural language processing technologies and learning models based on system generated factors associated with the acquisition; and transmitting, to an online registry application processor, the acquisition content and an associated acquisition request approval including at least customer identification information, customer financial information, and one or more customer acquisition preferences retrieved from the data storage, to generate online registry items that are compatible with the customer acquisition and the customer acquisition preferences. 12. The method of claim 11 , further comprising authenticating a user by receiving user data and user input associated with an authentication request. 13. The method of claim 12 , further comprising, upon authentication of the user based on evaluation of the user data and user input, transmitting a secure link to a user device that provides access to the acquisition request approval. 14. The method of claim 13 , further comprising confirming the location of the user device over a wireless connection by evaluating a unique user ID—secure link token pair. 15. The method of claim 11 , further comprising establishing a secure communication interface with a third party social networking system. 16. The method of claim 15 , further comprising transmitting to a user device, via a push notification, a request for permission to share with the third party social networking system the acquisition content and the associated acquisition request approval. 17. The method of claim 15 , further comprising generating a user profile that is stored in the data storage, wherein the user profile indicates whether a user opts in or opts out to automatically sharing notifications of acquisitions via third party social media systems. 18. The method of claim 11 , further comprising making calls to the online registry system via private Application Programming Interfaces (APIs) utilizing a token to provide a secure communication channel. 19. The method of claim 11 , further comprising utilizing a web scraping API to extract content related to acquisitions from third party websites. 20. The method of claim 11 , further comprising automatically synchronizing the enhanced distributed online registry in real time as acquisition as acquisition content and an associated acquisition request approval are received from the acquisition server.
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