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
Lab
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
Ownership
IBM CORPORATION
assignment · 101620048
Assignors
AGRAWAL, RAKESH, ARNING, ANDREAS, SEIFFERT, ROLAND, SRIKANT, RAMAKRISHNAN
On an employer assignment, the assignors are typically the inventors.