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MACHINE-LEARNING PREDICTION OR SUGGESTION BASED ON OBJECT IDENTIFICATION

Application US20260080314A1 Kind: A1 Mar 19, 2026

Assignee

MERCARI, INC.

Inventors

John Alexander LAGERLING, Byong Mok OH, Fritz Mikio KURIBAYASHI, Takuma YAMAGUCHI, Rishabh Kumar SHRIVASTAVA, Takaya UKAI, Viswakumar Sukeesh BABU

Abstract

Disclosed herein are system, computer-program product (non-transitory computer-readable medium), and method embodiments for machine-learning prediction or suggestion based on object identification. A system including at least one processor may be configured to cross-reference an identifier of a selected object with a list of known unique identifiers. The selected object may be selected via received selection. The at least one processor may further retrieve a set of values associated with the identifier of the selected object, upon determining that the list of known unique identifiers includes the identifier of the selected object, and perform machine-learning to derive a predicted-value set based at least in part on the set of values associated with the identifier of the selected object and a category applicable to the selected object. The at least one processor may determine that the predicted-value set satisfies a predetermined confidence condition, and output at least part of the predicted-value set.

CPC Classifications

G06N 20/00 G06F 16/235 G06N 5/022 G06Q 30/0206

Filing Date

2025-10-30

Application No.

19374015