ACTIVE USER MESSAGE DIET

Patent №

US 10,692,014

Granted

2020-06-23

Filed 2016

Owner

LINKEDIN CORPORATION

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15194300

A system, a machine-readable storage medium storing instructions, and a computer-implemented method are described herein are directed to a Message Diet Engine that generates a pool of messages for a plurality member accounts of a social network service. Each message being of a respective message type from a plurality of message types and targeted to a specific member account. For each respective member account, the Message Diet Engine selects a minimum number of messages, from the pool of messages, targeted to the respective member account that prompts an expected social network activity target and avoids an expected number of complaints. Based on the selected minimum number of messages for each respective member account, the Message Diet Engine identifies a total minimum number of messages, from the pool of messages, to be sent to the plurality of member accounts that prompts an expected total social network activity target and avoids a total expected number of complaints.

Machine learningKnowledge representationPlanningG06Q 10/40G06N 3/09G06N 20/00G16H 10/60G16H 20/60G16H 40/63G16H 50/20G16H 50/50+4 more

AI classification

Knowledge representation1.00
Machine learning1.00
Planning1.00
Evolutionary computation0.43
Natural language0.41
AI hardware0.09
Vision0.00
Speech0.00

Ownership

LINKEDIN CORPORATION

assignment · 390210897

Assignors

GUPTA, RUPESH, LIANG, GUANFENG

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

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