Privacy preserving application personalization
Disclosed are various approaches for providing personalized recommendations in a privacy preserving manner. A request from a provider application is received, the request comprising an anonymized user identifier and a navigation identifier that identifies a location of a user associated with the anonymized user identifier within a user interface of the provider application. A user associated with the anonymized user identifier is identified. Then, an activity history of the user is analyzed in order to select a layout order, wherein the layout order is selected based at least in part on the navigation identifier and the activity history of the user. The layout order is then provided to the provider application.
1. A system, comprising:
a computing device comprising a processor and a memory; and
machine-readable instructions stored in the memory that, when executed by the processor, cause the computing device to at least:
receive a request from a provider application, the request comprising an anonymized user identifier and a navigation identifier that identifies a location of a user associated with the anonymized user identifier within a user interface of the provider application;
identify the user associated with the anonymized user identifier;
analyze an activity history of the user to select a first layout order, wherein the layout order is selected based at least in part on the navigation identifier and the activity history of the user, by causing the computing device to at least
select a second layout order based at least in part on the activity history of the user; and
generate a ranking of the first layout order and the second layout order; and
provide the second layout order and the ranking of the first layout order and the second layout order to the provider application.
2. The system of claim 1 , wherein the machine-readable instructions, when executed by the processor, further cause the computing device to at least:
receive a user authentication request from a client device, wherein the user authentication request is redirected from the provider application to the computing device;
authenticate the user of the client device; and
issue the anonymized user identifier to the client device.
3. The system of claim 1 , wherein the provider application is configured to cache the first layout order or the second layout order.
4. The system of claim 1 , wherein the provider application is configured to organize the user interface based at least in part on the first layout order or the second layout order.
5. A method, comprising:
receiving a request from a provider application, the request comprising an anonymized user identifier and a navigation identifier that identifies a location of a user associated with the anonymized user identifier within a user interface of the provider application;
identifying the user associated with the anonymized user identifier;
analyzing an activity history of the user to select a first layout order, wherein the first layout order is selected based at least in part on the navigation identifier and the activity history of the user by at least:
selecting a second layout order based at least in part on the navigation identifier; and
generating a ranking of the first layout order and the second layout order; and
providing the second layout order and the ranking of the first layout order and the second layout order to the provider application.
6. The method of claim 5 , further comprising:
receiving a user authentication request from a client device, wherein the user authentication request is redirected from the provider application to the computing device;
authenticating the user of the client device; and
issuing the anonymized user identifier to the client device.
7. The method of claim 5 , wherein the provider application is configured to cache the first layout order or the second layout order.
8. The method of claim 5 , wherein the provider application is configured to organize the user interface based at least in part on the first layout order or the second layout order.
9. A non-transitory, computer-readable medium, comprising machine-readable instructions that, when executed by a processor of a computing device, cause the computing device to at least:
receive a request from a provider application, the request comprising an anonymized user identifier and a navigation identifier that identifies a location of a user associated with the anonymized user identifier within a user interface of the provider application;
identify the user associated with the anonymized user identifier;
analyze an activity history of the user to select a first layout order, wherein the first layout order is selected based at least in part on the navigation identifier and the activity history of the user, by further causing the computing device to at least:
select a second layout order based at least in part on a membership associated with the user; and
generate a ranking of the first layout order and the second layout order; and
provide the second layout order and the ranking of the first layout order and the second layout order to the provider application.
10. The non-transitory, computer-readable medium of claim 9 , wherein the machine-readable instructions, when executed by the processor, further cause the computing device to at least:
receive a user authentication request from a client device, wherein the user authentication request is redirected from the provider application to the computing device;
authenticate the user of the client device; and
issue the anonymized user identifier to the client device.
11. The non-transitory, computer-readable medium of claim 9 , wherein the provider application is configured to organize the user interface based at least in part on the first layout order or the second layout order.
12. The non-transitory, computer-readable medium of claim 9 , wherein the provider application is configured to organize the user interface based at least in part on the first layout order or the second layout order.