RESOURCE MANAGEMENT OF SOCIAL NETWORK APPLICATIONS

Patent №

US 8,868,752

Granted

2014-10-21

Filed 2012

Owner

Lab

AI components

4

ml · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

13617537

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.

Machine learningKnowledge representationPlanningAI hardwareH04L 51/212G06F 16/24578G06Q 10/10H04L 47/783H04L 67/34H04L 67/51H04L 67/53H04L 51/52+1 more

AI classification

AI hardware0.95
Knowledge representation0.91
Planning0.85
Machine learning0.80
Vision0.00
Speech0.00
Evolutionary computation0.00
Natural language0.00
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