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:
Feb. 01, 2022
Filed:
Nov. 20, 2018
Applicant:
Inskill, Inc., Hopkinton, MA (US);
Inventors:
Assignee:
InSkill, Inc., Hopkinton, MA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06F 16/33 (2019.01); G06N 5/00 (2006.01); G06N 20/00 (2019.01); G06F 16/35 (2019.01); G06F 16/332 (2019.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G06F 16/3334 (2019.01); G06F 16/3329 (2019.01); G06F 16/353 (2019.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06N 5/00 (2013.01); G06N 20/00 (2019.01);
Abstract
A system is disclosed for automatically providing solutions to user questions containing text and data. The system includes a linguistic module to extract keywords from the question text, lookup solutions from a knowledge base that match the keywords, with a score based on the keyword frequency and match, and use a machine learning model trained on previous question data to predict solutions from the question data, with score based on the model's probability, and a combination module for combining the solutions ordered by their respective normalized scores.