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.
Patent No.:
Date of Patent:
Mar. 29, 2022
Filed:
Nov. 29, 2017
Applicant:
Oracle International Corporation, Redwood Shores, CA (US);
Inventors:
Boriana Milenova, Reading, MA (US);
Alexander Sakharov, Framingham, MA (US);
Assignee:
Oracle International Corporation, Redwood Shores, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/34 (2019.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 16/35 (2019.01); G06F 16/31 (2019.01);
U.S. Cl.
CPC ...
G06F 16/345 (2019.01); G06F 16/313 (2019.01); G06F 16/35 (2019.01); G06F 16/353 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract
Approaches for large-scale classification and text summarization. In one embodiment, for example, the approach for large-scale classification includes predicting relevant classes of a new unseen case based on a classification model that is learned from a given knowledge base comprising labeled training data items. In another embodiment, for example, the approach for text summarization includes repurposing explicit semantic analysis (ESA) techniques for computing a text summary of a given text document.