Patent · US Active

Document classification by a hybrid classifier

US10313348B2 · kind B2 · utility

3Cited by

13References

16Claims

0Family size

Assignee

Fortinet, Inc. · US

Inventors

Ye Ma · Eden Prairie, US
Xiping Cao · Coquitlam, CA

Key dates

Filing date	Sep 19, 2016
Grant date	Jun 4, 2019
Priority date	—
Expiry date	Apr 28, 2037

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Systems and methods for classifying URLs by a hybrid classifier are provided. According to one embodiment, a hybrid classifier receives a candidate URL. A naïve Bayes classifier of the hybrid classifier classifies the candidate URL to generate a first classification of the candidate URL and a sublink classifier of the hybrid classifier classifies the candidate URL to generate a second classification of the candidate URL. The hybrid classifier determines a classification of the candidate URL based on the combination of the first and second classification.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.