COMBINED PREDICTIONS METHODOLOGY

Patent №

US 10,936,601

Granted

2021-03-02

Filed 2016

Owner

LINKEDIN CORPORATION

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15240852

A news feed system provided with an on-line social network system determines that a news feed is to be constructed for a viewer. The news feed system accesses the viewer's profile and other information associated with the viewer, accesses an inventory of activities that have been identified as potentially of interest to the viewer, and calculates relevance score for each item inventory of activities using the combined predictions methodology. The activities are then arranged for presentation to the viewer via a news feed web page, using respective calculated relevance scores.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06F 16/24578G06F 16/248G06F 16/9535G06F 40/106G06N 7/01G06N 20/00H04L 51/214H04L 51/216+3 more

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Machine learning1.00
AI hardware0.91
Vision0.60
Evolutionary computation0.01
Speech0.00

Ownership

LINKEDIN CORPORATION

assignment · 394780960

Assignors

YANG, JAEWON, CHANG, KEVIN, HUANG, BAOHUA, CHEN, BOYI

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

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