Method and System for Confidential Sentiment Analysis

Patent №

US 11,250,876

Granted

2022-02-15

Filed 2019

Owner

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Lab

AI components

4

nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16707345

A confidential sentiment analysis method includes receiving call data, storing the call data including interaction metadata, generating a speech-to-text transcript corresponding to words spoken by one or more callers, generating an anonymized transcript by anonymizing personally identifiable words, and generating a sentiment score by analyzing the anonymized transcript. A computing system includes a processor, and a memory including computer executable instructions that, when executed by the one processor, cause the system to receive call data, store the call data, generate a speech-to-text transcript, generate an anonymized transcript by anonymizing personally identifiable words, and generate a sentiment score based on the anonymized transcript. A non-transitory computer readable medium contains program instructions that when executed, cause a computer system to receive call data, store the call data, generate a speech-to-text transcript, generate an anonymized transcript by anonymizing personally identifiable words, and generate a sentiment score based on the anonymized transcript.

Natural languageSpeechKnowledge representationAI hardwareG10L 25/63G06N 3/0464G06N 3/08G06N 3/09G06N 20/00G06N 20/10G10L 15/26H04M 3/5183+3 more

AI classification

Natural language1.00
Speech1.00
AI hardware0.83
Knowledge representation0.79
Machine learning0.24
Planning0.02
Vision0.02
Evolutionary computation0.00

Ownership

STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

assignment · 512170475

Assignors

MCCLOSKEY, CONNOR WARREN, BHATI, DIVYA PRATAP SINGH, GERIG, DONNA

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

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