LOGICAL NETWORKING AND AFFINITY DETERMINATION OF IOT DEVICES USING PARTITIONED VIRTUAL SPACE
Patent №
US 11,637,738
Granted
2023-04-25
Filed 2020
Owner
SAP SE
Lab
—
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16791339
A partitioned virtual space supports logical networking of IoT devices. Agents of the devices are assigned to interest-based cells in a virtual space, and can travel among the cells. Within the cells, pairs of devices are tested for similarity, based on device profiles, and for detected affinity. Agents of devices having affinity are connected in a logical network. Some attributes can be based on a personality model and can reflect the personality of a user or other principal associated with a device. Such attributes can influence requests for affinity testing, calculation of similarity, and further behavioral effects incorporated in affinity determination. Evaluation of recommendations can lead to updating of similarity scores or changes in affinity determination. Disclosed embodiments provide scalable, distributed, autonomous, and unsupervised device-to-device connectivity, free of prior constraints. Embodiments can be implemented in the cloud, with privacy protection.
AI classification
Ownership
SAP SE
assignment · 518230422
Assignors
DEFIEBRE, DANIEL, GERMANAKOS, PANAGIOTIS
On an employer assignment, the assignors are typically the inventors.