EFFICIENT QUERYING USING OVERVIEW LAYERS OF GEOSPATIAL-TEMPORAL DATA IN A DATA ANALYTICS PLATFORM

Patent №

US 11,360,970

Granted

2022-06-14

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16188964

A computer-implemented method includes accessing, by a processing unit, an existing layer representing geospatial-temporal data at a selected timestamp. A first overview layer of the existing layer is generated by iteratively aggregating each cluster of cells of the existing layer into a corresponding lower-resolution cell of the first overview layer. The first overview layer therefore has a lower resolution than the existing layer. A query is received related to the geospatial-temporal data in the existing layer, and the query is processed with reference to the first overview layer.

Machine learningNatural languageKnowledge representationPlanningG06F 16/244G06F 16/2455G06F 16/2457G06F 16/29G06T 17/005G06T 17/05G06F 16/322

AI classification

Planning1.00
Knowledge representation0.99
Natural language0.80
Machine learning0.52
AI hardware0.10
Speech0.06
Vision0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 475430822

Assignors

FREITAG, MARCUS OLIVER, ALBRECHT, CONRAD M., MARIANNO, FERNANDO, LU, SIYUAN, HAMANN, HENDRIK F., SCHMUDE, JOHANNES WALTER

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

From the same owner

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