DETECTING MACHINE TEXT

Patent №

US 11,468,232

Granted

2022-10-11

Filed 2019

Owner

SUPPORTLOGIC, INC.

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16674581

System receives historical text block, creates historical features for historical text block's historical text lines. System trains machine-learning model to cluster historical features into historical features clusters based on their similarities. System identifies historical features cluster as historical human text cluster. System classifies each historical text line for historical human text cluster as human text, and each historical text line for other historical features clusters as machine text. System receives text block, creates features for text block's text lines. System applies trained machine-learning model to cluster features into features clusters based on their similarities. System identifies features cluster as human text cluster. System classifies each text line for human text cluster as human text, and each text line for other features clusters as machine text. System applies human text analysis to each text line classified as human text and machine text analysis to each text line classified as machine text.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 40/216G06F 40/30G06F 18/211G06F 18/23G06F 40/284G06F 40/40G06N 20/00G06V 30/18+5 more

AI classification

Natural language1.00
Machine learning1.00
Vision1.00
Knowledge representation1.00
Planning0.97
AI hardware0.95
Speech0.00
Evolutionary computation0.00

Ownership

SUPPORTLOGIC, INC.

assignment · 509350570

Assignors

RATH, POONAM

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC