Determination of Rules by Providing Data Records in Columnar Data Structures

Patent №

US 8,671,111

Granted

2014-03-11

Filed 2012

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

1

kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13465210

A method includes providing a columnar database comprising a plurality of columnar data structures associated with one column attribute; providing first data records having a plurality of first attribute-value pairs comprising counting information indicative of a number of first data records having the respective first attribute-value pair; providing mask data structures comprising one or more second attribute-value pairs; selecting second data records by intersecting the columnar data structures and the mask data structures; selecting one of the column attributes and one value contained in the column data structure associated with said selected column attribute as the destination attribute-value pair; creating one second rule for each first attribute-value pair; calculating, for each second rule, a co-occurrence-count between its respective source attribute-value pair and its destination attribute-value pair; and specifically selecting one or more of said second rules as the first rules in dependence on the calculated co-occurrence-count.

AI classification

Knowledge representation0.99
AI hardware0.40
Machine learning0.08
Vision0.01
Evolutionary computation0.01
Natural language0.00
Planning0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 281640988

Assignors

DANTRESSANGLE, PATRICK, HECHLER, EBERHARD, OBERHOFER, MARTIN, WURST, MICHAEL

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

From the same owner

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