Patent US 9,880,995

Patent №

US 9,880,995

Granted

Owner

Lab

AI components

4

ml · nlp · vision · kr

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

11398728

A method uses linguistic units of analysis to identify the authorship of a document. The method is useful to determine authorship of brief documents, and in situations where there are less than ten documents per known author, i.e. when there is scarcity of text. The method analyzes parameters such as the syntax, punctuation, and, optionally the average word and paragraph length, and when the parameters are analyzed using statistical methods, obtains a high degree of reliability (>90% accuracy). The method can be applicable to numerous languages other than English because the variables selected are characteristic of most languages. The reliability of the method is verified when subjected to a cross-validation statistical analysis.

Machine learningNatural languageVisionKnowledge representationG06F 16/353G06F 40/205G06F 40/211G06F 40/237G06F 40/279G06F 40/30

AI classification

Natural language1.00
Machine learning1.00
Vision0.98
Knowledge representation0.93
Speech0.26
Planning0.01
AI hardware0.00
Evolutionary computation0.00
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