MODEL FOR THE COMPETITIVE SEEDING OF OPINIONS IN NETWORKS WITH HYBRID GOSSIP-THRESHOLD DYNAMICS

Patent №

US 11,023,904

Granted

2021-06-01

Filed 2018

Owner

HRL LABORATORIES, LLC

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15944267

Described is a system for determining how opinions spread through a network. Opinion dynamics are applied to a network, each node having a corresponding opinion. Each node is described by an active state or an inactive state such that inactive nodes can update their opinions, and active nodes are fixed in their opinion at the time of activation. Inactive nodes can be influenced by both active nodes and inactive nodes. The opinion dynamics proceed in discrete time steps with an influence step for updating each inactive node's opinion, and a stochastic action step for determining whether an inactive node becomes activated. The system identifies how opinions spread through the network using the applied opinion dynamics, resulting in a set of opinion dynamics data. The opinion dynamics data is used to control information that a device or account is allowed to post to social media platform.

Machine learningKnowledge representationPlanningAI hardwareG06Q 30/0201G06F 17/10G06F 17/11G06Q 30/0277G06Q 10/40

AI classification

AI hardware1.00
Planning1.00
Knowledge representation0.99
Machine learning0.87
Vision0.14
Natural language0.02
Evolutionary computation0.00
Speech0.00

Ownership

HRL LABORATORIES, LLC

assignment · 454260535

Assignors

JOHNSON, SAMUEL D., NI, KANG-YU

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

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