METHOD, PROGRAM PRODUCT, AND APPARATUS FOR GENERATING ANALYSIS MODEL

Patent №

US 7,630,951

Granted

2009-12-08

Filed 2007

Owner

KABUSHIKI KAISHA TOSHIBA

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11650934

The present invention provides an analysis model generating method for generating an analysis model expressed using a Bayesian network. A analysis model generating method includes selecting a child variable to be added to the analysis model; selecting a plurality of variable candidates to be added to the analysis model as parent variables in causal relationships with the child variable; judging whether each of values indicating the causal relationships between the selected variable candidates and the child variable is high or low, based on the causal relationships between the variable candidates and the child variable; generating an aggregated variable different from the variable candidates by aggregating a plurality of low causal variable candidates; and putting high causal variable candidate and the aggregated variable into the analysis model as the parent variables to the child variable.

AI classification

AI hardware1.00
Machine learning0.99
Knowledge representation0.98
Natural language0.83
Evolutionary computation0.69
Planning0.60
Vision0.05
Speech0.00

Ownership

KABUSHIKI KAISHA TOSHIBA

assignment · 187810212

Assignors

MURAKAMI, TOMOKO, KOBAYASHI, HIDEKI

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

From the same owner

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