TECHNOLOGY PREDICTION

Patent №

US 9,183,600

Granted

2015-11-10

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13738193

Embodiments of the invention relate to technology prediction. A technical dictionary of technical terms is constructed based on a collection of documents. The technical terms are partitioned into equivalence classes. A table is generated that correlates technical terms across equivalence classes based on temporal co-occurrence of the technical terms across the equivalence classes. For a given technical term the table is accessed to determine a first set of technical terms that correlate to the given technical term. The table is accessed again to determine a second set of technical terms that correlate to the first set of technical terms. It is predicted that the second set of technical terms will correlate to the given technical term in the future.

Machine learningNatural languagePlanningAI hardwareG06Q 50/184G06F 16/284G06F 16/313G06N 99/00G06N 5/022

AI classification

Natural language1.00
Planning1.00
AI hardware1.00
Machine learning0.99
Knowledge representation0.24
Vision0.15
Evolutionary computation0.05
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 296030851

Assignors

CHEN, YING, HE, BIN, HE, QI, JIN, XIN, SPANGLER, W. SCOTT

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

From the same owner

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