BEHAVIOR AND INFORMATION MODEL TO YIELD MORE ACCURATE PROBABILITY OF SUCCESSFUL OUTCOME

Patent №

US 8,996,426

Granted

2015-03-31

Filed 2011

Owner

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13039202

A report indicating a user-reported probability of a successful outcome is received. A behavior and information model is estimated based on the report. The behavior and information model includes a behavior model component having a bias parameter and a consistency parameter. The behavior and information model includes an information model component having a first user-believed probability of a successful outcome and a second user-believed probability of a successful outcome. The behavior and information model is used to yield a model-determined probability of a successful outcome that more accurately reflects a probability of a successful outcome than the user-reported probability of a successful outcome does.

AI classification

Machine learning1.00
Natural language1.00
Evolutionary computation1.00
Planning1.00
Knowledge representation1.00
AI hardware0.63
Vision0.03
Speech0.00

Ownership

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

assignment · 258900173

Assignors

CHEN, KAY-YUT, SANTOS, CIPRIANO A., DIAZ, MARIA TERESA GONZALEZ, ZHANG, XIN, JAIN, SHAILENDRA K., SHAN, JERRY Z.

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

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