GENERATING DYNAMIC CONTENT ITEM RECOMMENDATIONS

Patent №

US 11,645,671

Granted

2023-05-09

Filed 2020

Owner

OATH INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16920924

One or more computing devices, systems, and/or methods for generating dynamic content item recommendations are provided. Content item information, extracted from message data, is aggregated to calculate popularity and attributes of content items. The content items are ranked based upon the popularity and attributes to generate a ranked list of content items. Exploration traffic is served utilizing a set of eligible content items selected from the ranked list of content items. An eligible content item is promoted for participation in auctions for serving non-exploration traffic based upon the eligible content item being served a threshold number of times.

Machine learningNatural languageKnowledge representationPlanningG06Q 30/0246G06F 40/131G06F 40/20G06F 40/295G06N 5/04G06N 20/00G06Q 30/0201G06Q 30/0206+6 more

AI classification

Natural language1.00
Planning0.99
Machine learning0.98
Knowledge representation0.97
AI hardware0.01
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

OATH INC.

assignment · 531230892

Assignors

RAVIV, ARIEL, KOREN, YAIR, ABUTBUL, ELIRAN, DUVDEVANY, OMER

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

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