AI DRIVEN CONTENT CORRECTION BUILT ON PERSONAS

Patent №

US 11,562,121

Granted

2023-01-24

Filed 2020

Owner

DELL PRODUCTS L. P.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16941651

A machine learning (ML) module that analyzes multiple language-influencing factors to correct textual content in a more meaningful and efficient manner. In the context of product support, the ML module considers the factors such as a customer's persona that shapes the words a customer chooses while speaking/writing to a customer support agent, current social trends that create new words in the social media/social platforms related to the customer's support issue, and the device used by the customer to input the textual content because different words may be input by the customer when using a smart phone versus a desktop/laptop personal computer with a traditional keyboard. The ML module also may analyze the agent's persona to modify agent's response to the customer because the agent's persona can influence the content of the agent's text. The ML module automatically corrects textual content in real-time before it is sent to the relevant recipient.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/166G06F 16/9535G06F 16/9536G06F 40/16G06F 40/216G06F 40/253G06F 40/30G06N 5/04+6 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Planning1.00
Knowledge representation0.96
AI hardware0.94
Vision0.00
Evolutionary computation0.00

Ownership

DELL PRODUCTS L. P.

assignment · 533400677

Assignors

BIKUMALA, SATHISH KUMAR, RANGANATHAN, KARTHIK, TENNUR NARAYANAN, TEJAS NAREN

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

From the same owner

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