SITE FLOW OPTIMIZATION

Patent №

US 9,104,983

Granted

2015-08-11

Filed 2014

Owner

LINKEDIN CORPORATION

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14455711

A method and system to present an optimum action in response to a flow of actions in a computer network from a user are provided. For each of a plurality of possible presented actions corresponding to a particular flow of actions in a computer network, and for each of one or more possible performed actions for each possible presented action, a likelihood that a user will perform the possible performed action is determined. Then each of the determined likelihoods is weighted by applying a weight assigned to a corresponding possible presented action. An optimum presented action is identified determining a presented action having a weighted maximum determined likelihood, based on the weighted determined likelihood.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 20/00G06F 3/04842G06F 16/986G06N 7/01G06Q 10/10G06Q 10/40H04L 67/02

AI classification

Natural language1.00
Machine learning1.00
AI hardware0.97
Planning0.97
Knowledge representation0.95
Vision0.47
Evolutionary computation0.42
Speech0.00

Ownership

LINKEDIN CORPORATION

assignment · 334990260

Assignors

SHAH, SAMIR M., WU, LILI, KHADILKAR, MANAS

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

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