SYSTEM AND METHOD FOR CALCULATING A USER AFFINITY

Patent №

US 7,124,353

Granted

2006-10-17

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10044922

A system and method for determining a user affinity for a category. The system calculates an affinity score based on a record of actions performed on the document by a user and a categorization of the document. This affinity score is computed by a weighted sum of factors associated with the document. The affinity score is normalized and a population threshold is applied. A predetermined percentage of the population of users associated with the document is determined and those users are said to have an affinity for at least one category assigned to the document. The system may also decay an affinity score if a user has not performed at least one action on the document. If the user performs an action on the document, however, the affinity may be reset. A user, system administrator or other user may also be enabled to decline an affinity for a category.

Machine learningKnowledge representationPlanningG06F 16/24575G06F 16/285G06F 16/313G06F 16/93G06N 5/00G06Q 10/10G06Q 10/40G06Q 30/02+3 more

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.90
AI hardware0.21
Evolutionary computation0.00
Vision0.00
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 127190175

Assignors

GOODWIN, JAMES PATRICK, SCHIRMER, ANDREW LEWIS, KRAENZEL, CARL JOSEPH

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

From the same owner

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