公开(公告)号：US12079848B2

公开(公告)日：2024-09-03

申请号：US17734911

申请日：2022-05-02

Applicant: WONDEREUR INC.

Inventor： Tomas Tokar

IPC: G06Q30/06 ,  G06Q30/0283 ,  G06Q30/0601 ,  G06Q50/00

CPC classification number: G06Q30/0283 ,  G06Q30/0627 ,  G06Q50/01

Abstract: Disclosed herein are system, method, and computer program product embodiments for a method of evaluating specialty goods. The method receives data representing a graph specifying relationships between producers and institutions. Based on the relationships specified in the graph and a first set of weights, the method determines a convolution value for a producer such that the convolution value inherits attributes of institutions for which the producer has a relationship. The method receives data describing a specialty good from a producer and inputs the convolution value and the data describing the specialty good into a machine learning module with a second set of weights. The first set of weights and the second set of weights are trained from known evaluations of specialty goods of the producer. From the machine learning module, the method receives a value of the specialty good.

公开(公告)号：US12190337B2

公开(公告)日：2025-01-07

申请号：US17734923

申请日：2022-05-02

Applicant: WONDEREUR INC.

Inventor： Mina Soltangheis ,  Tomas Tokar

IPC: G06Q30/0202 ,  G06Q30/0201 ,  G06Q30/0282 ,  G06Q40/06

Abstract: Disclosed herein is a method of measuring demand in a market. The method gathers data representing events defining relationships between producers and institutions. Each event includes information defining at least a time of event and a type of event. The method determines a trajectory for each producer. Based on the trajectory for each producer, the method generates a dynamic graph specifying the relationships between producers and institutions for a hyperparameter time period. From the dynamic graph, the method generates a projection graph specifying only the relationships between institutions. The method determines a trajectory score for each producer and a performance score for each institution. The trajectory score for a producer is a summation of a rating of each institution that has a relationship with that producer. The performance score for an institution is a summation of a delta trajectory score of each producer that has a relationship with that institution.