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

Claim 0:
1. A computer-implemented method of providing dating profile recommendations, the method comprising:
providing a set of training face images to a user;
receiving 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;
training 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;
receiving a set of new profile images;
processing 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
providing a subset of the set of new profile images associated with sufficiently high desirability scores to the user as recommended profiled images,
wherein the personalized perception model further includes a set of unspecified filters, 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.