RESOURCE MANAGEMENT OF SOCIAL NETWORK APPLICATIONS

Patent №

US 8,307,086

Granted

2012-11-06

Filed 2008

Owner

FACEBOOK, INC.

AI components

2

kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12253149

Applications in social networks support interaction between members through various types of channels such as notifications, newsfeed, and so forth. For each channel, applications are ranked based on their user affinity measures. User affinity is based on measuring positive and negative interactions by users as both senders and recipients of messages generated by applications. Metrics are computed for the different types of messages and interactions provided by applications. For each channel, an application receives user affinity score based on specific weighted combination of the metrics. Applications use channel resources to send messages to increase their user base. Given the large number of applications that are available, the extent to which applications are allowed to use channels is controlled, limiting their resource consumption. User affinity scores of applications calculated for a channel are used to decide the allocation of channel resources for an application.

Knowledge representationAI hardwareH04L 51/212G06F 16/24578G06Q 10/10H04L 47/783H04L 67/34H04L 67/51H04L 67/53H04L 51/52+1 more

AI classification

Knowledge representation1.00
AI hardware0.99
Machine learning0.43
Planning0.23
Evolutionary computation0.12
Speech0.00
Vision0.00
Natural language0.00

Ownership

FACEBOOK, INC.

assignment · 222500377

Assignors

WHITNAH, THOMAS SCOTT, RUSH, ALEXANDER MATTHEW, ZHOU, DING, SANGHVI, RUCHI

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

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