Determining Seeds for Targeted Notifications Through Online Social Networks in Conjunction with User Mobility Data

Patent №

US 10,244,060

Granted

2019-03-26

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14929938

Methods, systems, and computer program products for determining seeds for targeted notifications through online social networks are provided herein. A computer-implemented method includes analyzing user mobility data associated with multiple users of a social network to identify spatio-temporal relationships among the users; computing, for each of the users, a value representing the user's level of influence in relation to other users, wherein the value is based on the spatio-temporal relationships and a product and/or service to be identified in a spread of information within the social network; segmenting the users into groups based on the computed value for each user, wherein a first group comprises each user associated with a computed value above a given threshold, and wherein a second group comprises each user associated with a computed value below the given threshold; and selecting one or more users from the first group to initiate the spread of information.

Machine learningKnowledge representationPlanningAI hardwareH04L 67/535G06Q 10/40G06Q 30/0269H04L 67/306H04L 67/52

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.93
Evolutionary computation0.25
Vision0.04
Speech0.00
Natural language0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 369370429

Assignors

NARAYANAM, RAMASURI, NARAYANAM, KRISHNASURI

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

From the same owner

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