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Product recommendation method

Grant US12586116B2 Kind: B2 Mar 24, 2026

Assignee

LUXOTTICA GROUP S.P.A.

Inventors

Cristian Cascetta, Fabio Mazzarella, Luca Mazzocchi, Kamal Fahmy Salama, Filippo Bruno

Abstract

A product recommendation method includes an indexing step implementing a Bayesian network capable of creating direct matches between each respective product of a product catalog and an ideal user whose characteristics are the most likely to be suitable for the respective products. The indexing step includes inputting a first descriptor vector of a product into the Bayesian network to obtain the user-characteristics most likely to be suitable for the product. The product recommendation method further includes a refining process which identifies determinants associated with nodes and conditional probabilities of the Bayesian network to minimize errors at the nodes to which the arcs of the Bayesian network point.

CPC Classifications

G06Q 30/0631 G06Q 30/0601-0643 G06Q 30/08

Filing Date

2022-08-01

Application No.

17878404

Claims

11