| CPC G06Q 20/108 (2013.01) [G06F 9/451 (2018.02)] | 18 Claims |
|
1. A system, comprising:
a processing device; and
a non-transitory computer-readable medium comprising instructions that are executable by the processing device to cause the processing device to perform operations, the operations comprising:
receiving a trigger to generate a quick link;
accessing user action information associated with a set of user device interactions with a user interface;
determining, using at least one machine-learning model, at least one qualifying user device interaction of the set of user device interactions using the user action information, the at least one machine-learning model trained to identify the at least one qualifying user device interaction based on a likelihood that the at least one qualifying user device interaction is to be used by a user, the at least one machine-learning model further trained to determine the at least one qualifying user device interaction by:
determining one or more quick links that minimize a number of user inputs to perform a particular user device interaction included in the set of user device interactions; and
determining one or more user device interactions of the set of user device interactions that have a likelihood of occurring over a particular time period that exceeds a threshold likelihood of occurrence;
generating at least one quick link that automatically performs an action associated with the at least one qualifying user device interaction upon manipulation of the at least one quick link by a user in the user interface;
populating the user interface with the at least one quick link;
tracking use of the at least one quick link; and
rearranging the at least one quick link in the user interface based on a first frequency of the use of the at least one quick link, a second frequency of the at least one qualifying user device interaction after generating the at least one quick link, or a combination thereof.
|