GROUPING USER FEATURES BASED ON PERFORMANCE MEASURES

Patent №

US 8,401,899

Granted

2013-03-19

Filed 2009

Owner

ADCHEMY, INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12484846

In one embodiment, a method includes accessing online advertising data including metric values for one or more online advertising spaces; identifying pairs of the user variables; for each of the pairs, calculating a statistical score for each of the online advertising metrics and calculating a weighted score based on all the statistical scores for the pair; selecting one of the pairs based on its weighted score; and performing a merge test on the selected pair; and merging the user variables in the selected one of the pairs with each other if the selected one of the pairs passes the merge test.

AI classification

Knowledge representation1.00
Planning1.00
Machine learning0.94
Natural language0.64
Evolutionary computation0.44
AI hardware0.41
Vision0.02
Speech0.00

Ownership

ADCHEMY, INC.

assignment · 228270956

Assignors

KAUCHAK, DAVID ROBERT, CHATWIN, RICHARD EDWARD

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

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