Patent ID: 11946753
Assignee: ADOBE INC.
Field: Measurement (Instruments)
Classification: CPC G  H | IPC G  H

Claim 9:
10. A non-transitory computer-readable medium storing instructions thereon that, when executed by at least one processor, cause the at least one processor to perform operations comprising:
generating, for a user of a client device, a popular event sequence based on a frequency of use of event sequences by a plurality of users represented in a plurality of historical event sequences;
generating a recommended event sequence by using a recommendation machine learning model to select an event sequence for recommendation based on a reward function having a plurality of parameters that were learned during multiple training iterations to provide expected values of recommendations, the recommended event sequence corresponding to a general recommendation provided to client device users as a default;
providing, for display within a graphical user interface of the client device, the popular event sequence, the recommended event sequence, and a plurality of interactive elements for entry of user preferences events;
determining one or more user preferences with respect to one or more events based on receiving at least one user interaction with the plurality of interactive elements via the graphical user interface of the client device; and
in response to determining the one or more user preferences:
generating a modified recommended event sequence using the recommendation machine learning model by modifying the reward function to include a weighting factor that modifies that plurality of parameters of the reward function via one or more preference weights that represent the one or more user preferences to modify how the recommendation machine learning model selects the event sequence for recommendation without retraining the recommendation machine learning model; and
modifying the graphical user interface of the client device to simultaneously display the recommended event sequence, the modified recommended event sequence, and the popular event sequence.