PREDICTING POPULARITY OF ELECTRONIC PUBLICATIONS

Patent №

US 8,712,937

Granted

2014-04-29

Filed 2011

Owner

AMAZON TECHNOLOGIES, INC.

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13231709

A popularity prediction module receives an electronic media item and identifies a feature of the electronic media item. The popularity prediction module applies the feature of the electronic media item to a learned function, where the learned function is determined from a plurality of features from one or more other electronic media items that meet a popularity classification. The popularity prediction module predicts a popularity of the electronic media item based on the comparing, before providing the electronic media item to a user.

AI classification

Machine learning1.00
Knowledge representation1.00
AI hardware0.99
Planning0.93
Natural language0.82
Vision0.02
Evolutionary computation0.00
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 271070537

Assignors

BACUS, MICHAEL PATRICK, SINGH, SANDESH S.

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

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