DEMOGRAPHIC AND MEDIA PREFERENCE PREDICTION USING MEDIA CONTENT DATA ANALYSIS

Patent №

US 9,547,679

Granted

2017-01-17

Filed 2013

Owner

THE ECHO NEST CORPORATION

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13849167

Methods, systems and computer program products are provided for predicting data. A name or title is obtained from a taste profile. There is an index into a data set based on the name or title, and a set of terms and corresponding term weights associated with the name or title are retrieved. A sparse vector is constructed based on the set of terms and term weights. The sparse vector is input to a training model including target data. The target data includes a subset of test data which has a correspondence to a predetermined target metric of data. A respective binary value and confidence level is output for each term, corresponding to an association between the term and the target metric.

AI classification

Machine learning1.00
Natural language1.00
Planning1.00
Knowledge representation1.00
AI hardware0.99
Vision0.84
Speech0.17
Evolutionary computation0.01

Ownership

THE ECHO NEST CORPORATION

assignment · 300700850

Assignors

WHITMAN, BRIAN

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

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