SELF-ADAPTIVE METHOD AND SYSTEM FOR PROVIDING A USER-PREFERRED RANKING ORDER OF OBJECT SETS

Patent №

US 6,370,526

Granted

2002-04-09

Filed 1999

Owner

IBM CORPORATION

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09314479

A method and system for presenting a group of objects in a ranking order. Objects are ranked according to user preferences by first observing the access order of a related group of objects in relation to a predetermined access hypothesis. A user preference model is then adapted to correspond to any deviations between the access order and the access hypothesis for the related group of objects. Next, object preferences are calculated for each of the objects to be ranked according to the preference model. The group of objects is then presented to the user in an order corresponding to the calculated object preferences. The preference model is adaptively updated, unbeknownst to the user, in the normal course of accessing the presented objects.

AI classification

Machine learning0.99
Knowledge representation0.93
Planning0.93
AI hardware0.44
Vision0.06
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

IBM CORPORATION

assignment · 101620048

Assignors

AGRAWAL, RAKESH, ARNING, ANDREAS, SEIFFERT, ROLAND, SRIKANT, RAMAKRISHNAN

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

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