TRUSTED DECISION SUPPORT SYSTEM AND METHOD

Patent №

US 7,526,455

Granted

2009-04-28

Filed 2006

Owner

PALOMAR TECHNOLOGY, LLC

Lab

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11418448

Methods and apparatus for providing a comprehensive decision support system to include predictions, recommendations with consequences and optimal follow-up actions in specific situations are described. Data is obtained from multiple disparate data sources, depending on the information deemed necessary for the situation being modeled. Some embodiments perform complex systems modeling including performing massive correlative analyses of the data obtained from the multiple disparate data sources with current situational data obtained regarding the situation for which the decision support process is being utilized. The decision support system provides a prediction or predictions and a recommendation or a choice of recommendations based on the correlative analysis and/or other analyses. In some embodiments the decision support system provides possible consequences that could result from a recommendation. In other embodiments the decision support system provides a list of tasks for acting upon a recommendation. Also described are methods and apparatus for developing application specific decision support models. The decision support model development process may include identifying multiple disparate data sources for retrieval of related information, selection of classification variables to be retrieved from the data sources, assignment of weights to each classification variable, selecting and/or defining rules, and selecting and/or defining analysis functions.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG08B 13/22G05B 13/0275G06F 11/202G06F 21/52G06N 5/048G06N 7/01G06N 20/00G06Q 10/08+33 more

AI classification

Planning1.00
Knowledge representation1.00
AI hardware1.00
Natural language1.00
Machine learning0.96
Vision0.18
Speech0.00
Evolutionary computation0.00

Ownership

PALOMAR TECHNOLOGY, LLC

assignment · 182660520

Assignors

BENSON, GREG, FISTONICH, MATTHEW ANTHONY

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

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