SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT FOR IDENTIFYING PRODUCTS ASSOCIATED WITH POLARIZED SENTIMENTS

Patent №

US 8,600,796

Granted

2013-12-03

Filed 2012

Owner

BAZAARVOICE, INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13361691

An overall average review rating for a product may be determined, based on user ratings that are associated with opinions of a product, within a dimension corresponding to a user trait. A segment variation score for each of a plurality of segments of the dimension may be determined. Each segment may correspond to one or more values of the user trait corresponding to the dimension. A total variation score may be determined for the dimension based on the segment variation scores determined for each of the plurality of segments of the dimension. The total variation score for the dimension may be compared to a polarization threshold to determine whether the dimension is polarized. Generated information may identify the product as having sentiment that is polarized.

AI classification

Natural language1.00
Knowledge representation0.99
Planning0.98
Machine learning0.90
AI hardware0.21
Vision0.06
Evolutionary computation0.00
Speech0.00

Ownership

BAZAARVOICE, INC.

assignment · 290890300

Assignors

STERNE, BRENDAN, FRIESENHAHN, DUSTIN, SEDOTA, JR., DONALD J.

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

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