USER SERVICE PREDICTION IN A COMMUNICATION NETWORK

Patent №

US 11,636,366

Granted

2023-04-25

Filed 2016

Owner

TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)

Lab

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15100950

A method in a communication network for predicting whether a second service will be used by a user in a future time slot. The method comprises obtaining information about which services, of a plurality of services, have historically been used in which time slots in the communication network. The method comprises analysing the obtained information to determine that, whether a first service of the plurality of services is used in any of the historic time slots, correlates with whether the second service of the plurality of services is used in said historic time slot. The method comprises predicting whether the first service will be used by the user in the future time slot. The method comprises predicting, based on whether the first service has been predicted to be used in the future time slot, whether the second service will be used by the user in said future time slot.

Machine learningNatural languagePlanningAI hardwareG06N 7/01G06N 20/00H04L 67/306H04L 67/535H04W 4/50H04W 4/70

AI classification

AI hardware0.97
Planning0.87
Machine learning0.64
Natural language0.53
Knowledge representation0.34
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)

assignment · 437390441

Assignors

HUANG, VINCENT, VERMA, VIKAS

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

From the same owner

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