Contextual injection
A system may deliver contextual services with dynamic intelligent behavior. The system may receive a first request from a device of a user. The system may retrieve a response to the request. The system may anticipate that the user is going to make a second request. The system may retrieve a response to the second request. The system may store the response to the second request in a temporary memory, such that the response may be quickly transmitted to the device if the user submits the second request. In some cases, the system may transmit the response to the second request without the user submitting the second request.
1. A method comprising:
receiving, by a computer-based system, an initial request from a first device;
detecting, by the computer-based system, a location of the first device;
authenticating, by the computer-based system, a user of the first device based on a detected location of the first device;
generating, by the computer-based system, a confidence score representing a likelihood that the user of the first device is correctly identified from authenticating the user;
storing, by the computer-based system, the initial request in a database;
retrieving, by the computer-based system, a response to the initial request from the database in response to the confidence score exceeding a minimum score;
predicting, by the computer-based system, a secondary request from the first device based at least in part on the initial request and information associated with the user of the first device;
storing, by the computer-based system, the secondary request in the database;
determining, by the computer-based system, a likelihood that the computer-based system will receive the secondary request by evaluating data field entries of the user with data field entries of other users in the database;
retrieving, by the computer-based system, a response to the secondary request from a database server in response to the likelihood being above a threshold level; and
in response to the initial request from the first device, transmitting, by the computer-based system and to the first device, the response to the secondary request without receiving the secondary request from the first device.
2. The method of claim 1 , further comprising storing, by the computer-based system, the response to the secondary request in a temporary memory of the computer-based system.
3. The method of claim 1 , further comprising retrieving, by the computer-based system, the response to the secondary request simultaneously with transmitting the response to the initial request to the first device.
4. The method of claim 1 , further comprising:
predicting, by the computer-based system and based on the initial request and the secondary request, a third request from the first device;
storing, by the computer-based system, the third request in the database;
retrieving, by the computer-based system, a response to the third request; and
transmitting, by the computer-based system and to the first device, the response to the third request.
5. The method of claim 1 , wherein the confidence score is periodically calculated.
6. The method of claim 1 , wherein the confidence score is generated based on an additional input from an additional device associated with the user.
7. The method of claim 1 , wherein the response to the second request comprises a reservation for a good or service that is anticipated to be requested by the first device.
8. The method of claim 1 , wherein the information associated with the user of the first device comprises the location of the first device.
9. A computer-based system, comprising:
a processor; and
a tangible, non-transitory memory configured to communicate with the processor, the tangible, non-transitory memory having instructions stored thereon that, in response to execution by the processor, cause the processor to perform operations comprising:
receiving, by the processor, an initial request from a first device;
detecting, by the processor, a location of the first device;
authenticating, by the processor, a user of the first device based on a detected location of the first device;
generating, by the processor, a confidence score representing a likelihood that the user of the first device is correctly identified from authenticating the user;
storing, by the processor, the initial request in a database;
retrieving, by the processor, a response to the initial request from the database in response to the confidence score exceeding a minimum score;
predicting, by the processor, a secondary request from the first device based at least in part on the initial request and information associated with the user of the first device;
storing, by the processor, the secondary request in the database;
determining, by the processor, a likelihood that the computer-based system will receive the secondary request by evaluating data field entries of the user with data field entries of other users in the database;
retrieving, by the processor, a response to the secondary request from a database server in response to the likelihood being above a threshold level; and
in response to the initial request from the first device, transmitting, by the processor, the response to the secondary request to the first device without receiving the secondary request from the first device.
10. The system of claim 9 , further comprising storing, by the processor, the response to the secondary request in a temporary memory of the computer-based system.
11. The system of claim 9 , further comprising retrieving, by the processor, the response to the secondary request simultaneously with transmitting the response to the initial request to the first device.
12. The system of claim 9 , further comprising:
predicting, by the processor and based on the initial request and the secondary request, a third request from the first device;
storing, by the processor, the third request in the database;
retrieving, by the processor, a response to the third request; and
transmitting, by the processor and to the first device, the response to the third request.
13. The system of claim 9 , wherein the confidence score is periodically calculated.
14. The system of claim 9 , wherein the confidence score is generated based on an additional input from an additional device associated with the user.
15. The system of claim 9 , wherein the information associated with the user of the first device comprises the location of the first device.
16. An article of manufacture including a non-transitory, tangible computer readable storage medium having instructions stored thereon that, in response to execution by a computer-based system, cause the computer-based system to perform operations comprising:
receiving, by the computer-based system, an initial request from a first device;
detecting, by the computer-based system, a location of the first device;
authenticating, by the computer-based system, a user of the first device based on a detected location of the first device;
generating, by the computer-based system, a confidence score representing a likelihood that the user of the first device is correctly identified from authenticating the user;
storing, by the computer-based system, the initial request in a database;
retrieving, by the computer-based system, a response to the initial request from the database in response to the confidence score exceeding a minimum score;
predicting, by the computer-based system, a secondary request from the first device based at least in part on the initial request and information associated with the user of the first device;
storing, by the computer-based system, the secondary request in the database;
determining, by the computer-based system, a likelihood that the computer-based system will receive the secondary request by evaluating data field entries of the user with data field entries of other users in the database;
retrieving, by the computer-based system, a response to the secondary request from a database server in response to the likelihood being above a threshold level; and
in response to the initial request from the first device, transmitting, by the computer-based system and to the first device, the response to the secondary request without receiving the secondary request from the first device.
17. The article of manufacture of claim 16 , further comprising storing, by the computer-based system, the response to the secondary request in a temporary memory of the computer-based system.
18. The article of manufacture of claim 16 , further comprising retrieving, by the computer-based system, the response to the secondary request simultaneously with transmitting the response to the initial request to the first device.
19. The article of manufacture of claim 16 , wherein the confidence score is periodically calculated.
20. The article of manufacture of claim 16 , wherein the confidence score is generated based on an additional input from an additional device associated with the user.