INTERACTIVE METHOD TO REDUCE THE AMOUNT OF TRADEOFF INFORMATION REQUIRED FROM DECISION MAKERS IN MULTI-ATTRIBUTE DECISION MAKING UNDER UNCERTAINTY

Patent №

US 10,366,331

Granted

2019-07-30

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

+1 more

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15008034

There is provided a method, a system and a computer program product for supporting a decision making process. The system receives a decision model from a decision maker, the decision model used for determining a solution to a decision problem based on attributes and uncertainties of the decision problem. The decision problem includes information about a plurality of outcome vectors that represent all possible outcomes and the uncertainties associated with the decision problem. The system determines whether the received decision model can be solved without receiving any preference information from the decision maker. The system receives partially specified preference information from the decision maker if the received decision model cannot be solved without any preference information. The system solves the decision model with the partially specified preference information. The system recommends, based on the solution, one or more decisions to the decision maker.

AI classification

Planning1.00
Knowledge representation1.00
Machine learning1.00
AI hardware0.99
Natural language0.24
Vision0.11
Speech0.01
Evolutionary computation0.01

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 376000334

UNIVERSITY COLLEGE CORK - NATIONAL UNIVERSITY OF IRELAND, CORK

assignment · 376000469

Assignors

DELERIS, LEA A., MARINESCU, RADU

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

From the same owner

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