US 11,727,424 B2
Systems and methods to correlate user behavior patterns within digital application environments with psychological attributes of users to determine adaptations to the digital application environments
Joseph Jack Schaeppi, Maple Grove, MN (US); Lynn Danielle Francoise Bergmann, Berlin (DE); and Lloyd William West, Berlin (DE)
Assigned to Solsten, Inc., St. Paul, MN (US)
Filed by Solsten, Inc., St. Paul, MN (US)
Filed on Jun. 4, 2021, as Appl. No. 17/339,665.
Prior Publication US 2022/0391932 A1, Dec. 8, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06Q 30/02 (2023.01); G06Q 30/0204 (2023.01)
CPC G06Q 30/0204 (2013.01) 18 Claims
OG exemplary drawing
 
1. A system configured to correlate user behavior patterns within digital application environments with psychological attributes of users exhibiting the user behavior patterns to determine adaptations to the digital application environments, the system comprising:
electronic storage configured to store information associated with the individual users including user information, wherein the user information includes assignments of the individual users to individual ones of different clusters of users, wherein the different clusters are associated with different psychological profiles, where a given psychological profile is defined by multiple psychological parameter values to psychological parameters, and the users are assigned to the different clusters based on the psychological parameter values of the individual users determined based on stated information provided by the users, wherein the user information includes user information for a first user that includes an assignment of the first user to a first cluster based on a first psychological profile of the first user determined based on stated information previously provided by the first user, wherein the psychological profiles of the users assigned to the first cluster indicate strong presentation of a first psychological parameter; and
one or more processors configured by machine-readable instructions to:
obtain performance information that characterizes performances of user behavior patterns by the individual users within the digital application environments, wherein the user behavior patterns include actions of the users with the digital application environments, users within the digital application environments, and/or content within the digital application environments, wherein the user behavior patterns are performed successively, wherein the performances of user behavior patterns include a first performance of a first behavior pattern by the first user and other users assigned to the first cluster;
determine correlations between individual ones of the performances of the user behavior patterns and individual ones of the psychological parameters based on (i) the obtained user behavior patterns, (ii) the assignments of the users to the clusters, and (iii) commonalities in the psychological profiles of the users within the individual clusters such that a first correlation is determined between the first performance of the first behavior pattern and the first psychological parameter based on relatively frequent performance of the first user behavior pattern by the users assigned to the first cluster and the psychological profiles of the users assigned to the first cluster indicating strong presentation of the first psychological parameter;
determine adaptations to the digital application environments for the individual users based on the determined correlations such that a first adaptation to the digital application environments is determined for the users of the first cluster, including the first user; and
transmit the adaptations to client computing platforms associated with the users for implementation such that the first adaption is transmitted to the client computing platforms associated with the users of the first cluster.