ADAPTIVE CLUSTERING OF RECORDS AND ENTITY REPRESENTATIONS

Patent №

US 8,316,047

Granted

2012-11-20

Filed 2009

Owner

LEXISNEXIS RISK & INFORMATION ANALYTICS GROUP INC.

+1 more

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12429403

Disclosed is a system for, and method of, determining whether records and entity representations should be linked. The system and method include assigning to each pair of entity references a match value reflecting the likelihood that the entity references are related. Based on the match values, each entity reference may then associated with a preferred entity reference. Pairs of entity references that are mutually preferred may then be identified and linked. The process may be iterated to generate further links.

Machine learningNatural languageKnowledge representationPlanningG06F 16/285G06F 16/215G06F 16/2246G06F 16/24G06F 16/245G06F 16/2455G06F 16/282G06F 16/35+1 more

AI classification

Knowledge representation1.00
Planning0.99
Natural language0.96
Machine learning0.92
AI hardware0.34
Vision0.03
Evolutionary computation0.01
Speech0.00

Ownership

LEXISNEXIS RISK & INFORMATION ANALYTICS GROUP INC.

assignment · 225930284

LEXISNEXIS RISK SOLUTIONS FL INC.

namechg · 290730323

Assignors

BAYLISS, DAVID ALAN

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

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