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:
Mar. 02, 2021

Filed:

Oct. 25, 2018
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Hironori Takeuchi, Kanagawa-ken, JP;

Hiroaki Nakamura, Kanagawa-ken, JP;

Akira Koseki, Kanagawa-ken, JP;

Toshinari Itoko, Kanagawa, JP;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2457 (2019.01); G06N 5/02 (2006.01); G06N 20/00 (2019.01); G06F 16/242 (2019.01); G06F 16/245 (2019.01); G06F 16/9535 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/243 (2019.01); G06F 16/245 (2019.01); G06F 16/9535 (2019.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01);
Abstract

A computer-implemented method for constructing and searching structured data of question sentences in a question-answer database using machine learning and natural language processing includes receiving one or more question-answer articles as input from one or more question-answer databases over at least one network, extracting one or more profile keywords from a profile associated with a user, assigning a personalization score corresponding to the user to each of the one or more question-answer articles based on the one or more profile keywords, including applying a morphological and dependency analysis to a body section of the question-answer article, receiving a query for obtaining question-answer data relevant to the user, and outputting question-answer data based at least in part on the personalization score of each question-answer article in satisfaction of the query.


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