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. 06, 2022

Filed:

Sep. 23, 2019
Applicant:

Ntent, Vienna, VA (US);

Inventors:

Ricardo Baeza-Yates, Palo Alto, CA (US);

Berkant Baria Cambazoglu, Melbourne, AU;

Darshan Mallenahalli Shankaralingappa, Berlin, DE;

Matteo Catena, Barcelona, ES;

Assignee:

NTENT, Vienna, VA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2457 (2019.01); G06F 16/93 (2019.01); G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 7/14 (2006.01); G06F 16/22 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 7/14 (2013.01); G06F 16/22 (2019.01); G06F 16/248 (2019.01); G06F 16/93 (2019.01); G06N 20/00 (2019.01);
Abstract

One or more techniques and/or systems are provided for implementing a pipeline used to generate, train, test, and implement a document scoring model for assigning document scores to documents. Features from various sources are combined to create a joined page level feature set, a joined domain level feature set, and a host level feature set. Numerical features and content features are extracted from ground truth documents and random documents. The numerical features are joined with the joined feature sets to create a set of joined features. The document scoring model is trained using the set of joined features and a training technique. A document is scored with a document score using the document scoring model based upon the content features and the set of joined features with document scores obtained during training.


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