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:
Oct. 06, 2020

Filed:

Aug. 07, 2019
Applicant:

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

Inventors:

Weiwei Cheng, Berlin, DE;

Amanda Dee Bottorff, Seattle, WA (US);

Sandeep Ranganathan, Jersey City, NJ (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 40/289 (2020.01); G06F 16/2457 (2019.01); G06F 16/951 (2019.01); G06F 16/248 (2019.01); G06F 16/2458 (2019.01); G10L 15/26 (2006.01);
U.S. Cl.
CPC ...
G06F 40/289 (2020.01); G06F 16/248 (2019.01); G06F 16/2462 (2019.01); G06F 16/24578 (2019.01); G06F 16/951 (2019.01); G10L 15/26 (2013.01);
Abstract

An unsupervised keyword extraction process is disclosed. A single input document can be analyzed to identify multiple candidate keywords by utilizing splitting terms. A keyword score is calculated for each of the candidate keywords. The keyword score for a particular candidate keyword is determined based on the length of the candidate keywords that contain the candidate keyword and the frequency of the words appearing in the candidate keywords. One or more keywords having the highest keyword scores are selected as the extracted keywords. The extracted keywords can be used in applications, such as refining search results, providing suggested search terms, or improving the match rate of a network page at a search engine.


Find Patent Forward Citations

Loading…