Patent ID: 11860961
Assignee: YU HUANG
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A personalized dating profile recommendation system, comprising:
one or more processors;
a memory coupled to the one or more processors; and
a program module, wherein the program module is stored in the memory and, during operation of the apparatus, is executed by the one or more processors to cause the program module to:
provide a set of training face images to a user;
receive a first set of desirability scores from the user in response to the set of training face images, wherein each score in the first set of desirability scores represents a desirability rating on a corresponding face image in the set of training face images based on the user's perception of a desirable face;
train a machine-learning-based personalized perception model based on the set of training face images and the first set of desirability scores for the user,
wherein the personalized perception model further includes a set of unspecified fillers:
wherein each of the set of unspecified filters includes a set of trainable parameters; and

wherein training the personalized perception model includes training the set of trainable parameters in the set unspecified filters to construct the set unspecified filters for the user;
receive a set of new profile images;
process the set of new profile images using the trained personalized perception model on behalf of the user to generate a second set of desirability scores; and
provide a subset of the set of new profile images associated with sufficiently high desirability scores to the user as recommended profiled images.