System and method for segmenting users of a client application
In an aspect, first interaction data characterizing a first interaction of a user with a mobile device configured to operate an application client can be received. A plurality of segments of users of the application client can be determined, and each of the plurality of segments can be associated with one or more settings that characterize an operating parameter of the application client. The user can be assigned to a first segment of the determined plurality of segments based on a correspondence between a characteristic of the user and a characteristic associated with the first segment. The application client can be modified based on the one or more settings associated with the first segment. The modified application client can be provided for interaction by the user via the mobile device. Related systems, apparatus, techniques, and articles are also described.
1. A method, comprising:
receiving first interaction data characterizing a first interaction of a user with a mobile device, the mobile device configured to operate an application client;
determining a plurality of segments for users of the application client, each of the plurality of segments being associated with one or more settings that characterize an operating parameter of the application client, and wherein each of the plurality of segments includes a priority classification;
assigning the user to a first segment of the plurality of segments based on a correspondence between a characteristic of the user and a characteristic associated with the first segment and based on the priority classification of the first segment;
modifying the application client based on the one or more settings associated with the first segment; and
providing the modified application client for interaction by the user via the mobile device.
2. The method of claim 1 , further comprising:
receiving second interaction data characterizing a second interaction of the user with the mobile device;
assigning the user to a second segment of the plurality of segments based on the received second interaction data;
modifying the modified application client based on the one or more settings associated with the second segment; and
providing the further-modified application client for interaction by the user via the mobile device.
3. The method of claim 2 , wherein the providing of the further-modified application client includes:
determining a push notification characterizing the further-modified application client; and
causing the push notification to be transmitted to the mobile device of the user such that the mobile device is configured to operate the further-modified application client.
4. The method of claim 1 , further comprising:
receiving characteristic data characterizing a population of one or more users of the application client; and
modifying one or more of the plurality of segments based on the received characteristic data.
5. The method of claim 4 , wherein the characteristic data characterizes an attribute, the attribute characterizing one or more behaviors of the population.
6. The method of claim 5 , wherein the characteristic data characterizes a criterion, the criterion characterizing a comparison between the attribute and a predetermined threshold, the predetermined threshold based on a type of the attribute.
7. The method of claim 1 , further comprising:
determining a plurality of user identifications for use with the application client;
associating one or more of the plurality of segments with each of the plurality of determined user identifications;
receiving an indication that a new user has installed the application client on a mobile device of the new user and initiated an interaction with the application client;
assigning, in response to the indication, one of the plurality of user identifications to the new user; and
assigning the user to the one or more of the plurality of segments associated with the user identification assigned to the new user,
and wherein the modified application client is based on the one or more settings associated with the one or more of the plurality of segments assigned to the new user.
8. The method of claim 7 , wherein the determining of the plurality of user identifications and the associating of the one or more of the plurality of segments with each of the plurality of determined user identifications occurs prior to the receiving of the first interaction data.
9. The method of claim 1 , wherein the modifying of the application client includes modifying a graphical display of the application client.
10. The method of claim 1 , further comprising:
determining the priority classification of the first segment is greater than the priority classification of each other segment of the plurality of segments.
11. A system, comprising:
at least one data processor and memory storing instructions, which when executed by the at least one data processor, cause the at least one data processor to perform operations comprising:
receiving first interaction data characterizing a first interaction of a user with a mobile device, the mobile device configured to operate an application client;
determining a plurality of segments for users of the application client, each of the plurality of segments being associated with one or more settings that characterize an operating parameter of the application client, and wherein each of the plurality of segments includes a priority classification;
assigning the user to a first segment of the plurality of segments based on a correspondence between a characteristic of the user and a characteristic associated with the first segment and based on the priority classification of the first segment;
modifying the application client based on the one or more settings associated with the first segment; and
providing the modified application client for interaction by the user via the mobile device.
12. The system of claim 11 , wherein the operations further comprise:
receiving second interaction data characterizing a second interaction of the user with the mobile device;
assigning the user to a second segment of the plurality of segments based on the received second interaction data;
modifying the modified application client based on the one or more settings associated with the second segment; and
providing the further-modified application client for interaction by the user via the mobile device.
13. The system of claim 11 , wherein the operations further comprise:
receiving characteristic data characterizing a population of one or more users of the application client; and
modifying one or more of the plurality of segments based on the received characteristic data.
14. The system of claim 13 , wherein the characteristic data characterizes an attribute, the attribute characterizing one or more behaviors of the population.
15. The system of claim 14 , wherein the characteristic data characterizes a criterion, the criterion characterizing a comparison between the attribute and a predetermined threshold, the predetermined threshold based on a type of the attribute.
16. The system of claim 11 , wherein the operations further comprise:
determining a plurality of user identifications for use with the application client;
associating one or more of the plurality of segments with each of the plurality of determined user identifications;
receiving an indication that a new user has installed the application client on a mobile device of the new user and initiated an interaction with the application client;
assigning, in response to the indication, one of the plurality of user identifications to the new user; and
assigning the user to the one or more of the plurality of segments associated with the user identification assigned to the new user,
and wherein the modified application client is based on the one or more settings associated with the one or more of the plurality of segments assigned to the new user.
17. The system of claim 16 , wherein the determining of the plurality of user identifications and the associating of the one or more of the plurality of segments with each of the plurality of determined user identifications occurs prior to the receiving of the first interaction data.
18. The system of claim 11 , wherein the modifying of the application client includes modifying a graphical display of the application client.
19. The system of claim 11 , wherein the operations further comprise:
determining the priority classification of the first segment is greater than the priority classification of each other segment of the plurality of segments.
20. A non-transitory computer program product storing executable instructions, which, when executed by at least one data processor forming part of at least one computing system, implement operations comprising:
receiving first interaction data characterizing a first interaction of a user with a mobile device, the mobile device configured to operate an application client;
determining a plurality of segments for users of the application client, each of the plurality of segments being associated with one or more settings that characterize an operating parameter of the application client, and wherein each of the plurality of segments includes a priority classification;
assigning the user to a first segment of the plurality of segments based on a correspondence between a characteristic of the user and a characteristic associated with the first segment and based on the priority classification of the first segment;
modifying the application client based on the one or more settings associated with the first segment; and
providing the modified application client for interaction by the user via the mobile device.