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. 05, 2022

Filed:

Sep. 30, 2019
Applicant:

Splunk Inc., San Francisco, CA (US);

Inventors:

Ningwei Liu, Palo Alto, CA (US);

Wangyan Feng, Sunnyvale, CA (US);

Aaron Chan, Milpitas, CA (US);

Joel Fulton, Aptos, CA (US);

Assignee:

Splunk, Inc., San Francisco, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 5/02 (2006.01); G06N 5/04 (2006.01); G06F 40/284 (2020.01); G06F 16/33 (2019.01); G06F 16/332 (2019.01); G06F 16/9032 (2019.01); G10L 15/22 (2006.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/3329 (2019.01); G06F 16/3344 (2019.01); G06F 16/90332 (2019.01); G06F 40/284 (2020.01); G06N 5/022 (2013.01); G06N 5/048 (2013.01); G10L 15/22 (2013.01);
Abstract

A computerized method is disclosed including operations of receiving one or more request texts, including at least a first request text, automatically performing processing on the first request text to determine a most similar request text in a knowledge base, determining a degree of similarity between the first request text and the most similar request text, and in response to a comparison between the degree of similarity and a similarity threshold, retrieving, from the knowledge base, an answer corresponding to the most similar request text. Performing processing may include (i) removing stop words and punctuation and creating tokenized text, (ii) converting the tokenized text into a vector using a trained neural network, and (iii) performing an analysis of the vector with the entries of the knowledge base using one or more of a Word Mover's Distance (WMD) algorithm, or a Soft Cosine Measure (SCM) algorithm.


Find Patent Forward Citations

Liu, Ningwei. (2022). Automatically populating responses using artificial intelligence (U.S. Patent No. 11379670). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11379670

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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