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:
Jul. 02, 2019

Filed:

Nov. 21, 2016
Applicant:

Ebay Inc., San Jose, CA (US);

Inventors:

Neelakantan Sundaresan, Mountain View, CA (US);

Yongzheng Zhang, San Jose, CA (US);

Catherine Baudin, Palo Alto, CA (US);

Dan Shen, Shanghai, CN;

Shen Huang, Shanghai, CN;

Assignee:

eBay Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/33 (2019.01); G06F 16/36 (2019.01); G06F 16/93 (2019.01); G06F 17/27 (2006.01); G06Q 10/00 (2012.01); G06Q 30/00 (2012.01); G06F 16/583 (2019.01); G06F 17/30 (2006.01);
U.S. Cl.
CPC ...
G06F 16/93 (2019.01); G06F 16/334 (2019.01); G06F 16/3344 (2019.01); G06F 16/36 (2019.01); G06F 16/5846 (2019.01); G06F 17/2785 (2013.01); G06Q 10/00 (2013.01); G06Q 30/00 (2013.01);
Abstract

Techniques for topic extraction and opinion mining are described. For example, a machine accesses a document from a document record of a database. The machine builds a syntax tree of a sentence of the document based on parsing the sentence. The machine assigns a polarity impact to one or more words of the sentence. The machine determines that a plurality of words in the sentence have conflicting polarity based on the syntax tree and the polarity impact of the plurality of words. The machine determines a classification of the sentence based on the determining that the plurality of words in the sentence have conflicting polarity. The machine generates a classification record of the classification in the database.


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