METHODS AND SYSTEMS FOR MULTIDIMENSIONAL ANALYSIS OF INTERCONNECTED DATA SETS STORED IN A GRAPH DATABASE

Patent №

US 10,909,178

Granted

2021-02-02

Filed 2016

Owner

ADAPTIVE INSIGHTS, INC.

+1 more

Lab

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15062110

Multidimensional databases are well-suited for viewing data at different levels of detail. Graph databases are well-suited for modeling data sets with complex relationships. A novel platform for analysis and planning is enabled by linking multidimensional and graph databases. Graphs are data structures stored in graph databases. Graphs use nodes and edges to model data elements, some of which are derived. A graph is traversed to derive new data elements. To perform analysis on the graph data elements, graph traversal paths are stored as tuples in a fact table. This fact table is in turn loaded into the multidimensional database by mapping the fact table's attribute columns to dimensions of the multidimensional database.

AI classification

Planning1.00
Knowledge representation1.00
AI hardware0.94
Natural language0.20
Machine learning0.04
Evolutionary computation0.01
Vision0.01
Speech0.00

Ownership

ADAPTIVE INSIGHTS, INC.

assignment · 438580638

SILICON VALLEY BANK

correct · 455130983

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