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
Lab
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.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 369370429
Assignors
NARAYANAM, RAMASURI, NARAYANAM, KRISHNASURI
On an employer assignment, the assignors are typically the inventors.