Multi-Concept Latent Semantic Analysis Queries

Patent №

US 9,026,535

Granted

2015-05-05

Filed 2013

Owner

PUREDISCOVERY CORPORATION

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13732869

A method includes accessing text, identifying a plurality of terms from the text, determining a plurality of term vectors associated with the identified plurality of terms, and clustering the determined plurality of term vectors into a plurality of clusters, the plurality of clusters comprising a first and a second cluster, the first and second clusters each comprising two or more of the determined term vectors. The method further includes creating a first pseudo-document according to the first cluster, creating a second pseudo-document according to the second cluster, identifying a first set of terms associated with the first cluster using latent semantic analysis (LSA) of the first pseudo-document, identifying a second set of terms associated with the second cluster using LSA of the second pseudo-document, and combining the first and second sets of terms into a list of output terms.

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware1.00
Vision0.96
Speech0.04
Evolutionary computation0.03

Ownership

PUREDISCOVERY CORPORATION

assignment · 295560570

Assignors

JAKUBIK, PAUL A.

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

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