Jia Ding Lin

US Patent:

20210334877, Oct 28, 2021

Filed:

Apr 27, 2020

Appl. No.:

16/859165

Inventors:

- Beijing, CN
- Wilmington DE, US
Guifang Dong - Beijing, CN
Jia Lin - Mountain View CA, US
Zijing Zou - Beijing, CN
Chi Zhang - Fremont CA, US

International Classification:

G06Q 30/06
G06F 16/9535
G06F 16/906
G06F 16/532
G06N 3/08
G06K 9/62
G06K 9/46

Abstract:

A system and a method for recommending a set of fashion items. The method includes: providing fashion categories, fashion graphs each corresponding to one fashion category, and fitting formulas for each fashion graph; receiving a query fashion item having a query fashion attribute; selecting a fashion category, where the query fashion attribute in the selected fashion category has a highest number of fashion items; performing a similarity search between image of the query fashion item and images of fashion items in the fitting formulas; mapping the searched fitting formula to the fashion graph of the selected fashion category to obtain nodes matching the fashion items in the searched fitting formula; and recommending the set of fashion items respectively selected from fashion items in the matched nodes. The fitting formulas are generated based on co-appearance of fashion items from any two nodes of the corresponding fashion graph.