The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 19, 2017

Filed:

Mar. 30, 2015
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Roshan Harish Makhijani, Boston, MA (US);

Benjamin Thomas Cohen, Seattle, WA (US);

Grant Michael Emery, Seattle, WA (US);

Madhu Madhava Kurup, Bellevue, WA (US);

Vijai Mohan, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06E 1/00 (2006.01); G06E 3/00 (2006.01); G06F 15/18 (2006.01); G06G 7/00 (2006.01); G06N 3/08 (2006.01); G06F 17/30 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 17/3082 (2013.01);
Abstract

Features are disclosed for identifying and routing items for tagging using a latent feature model, such as a recurrent neural network language model (RNNLM). The model may be trained to identify latent features for catalog items such as movies, books, food items, beverages, and the like. Based on similarities in latent features, tags previous assigned to items may be applied to untagged items. Application may be manual or automatic. In either case, resources need to be balances to ensure efficient tagging of items. The included features help to identify and direct these limited tagging resources.


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