GENERATING TARGETED PAID SEARCH CAMPAIGNS

Patent №

US 8,311,997

Granted

2012-11-13

Filed 2012

Owner

ADCHEMY, INC.

+1 more

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13342776

In particular embodiments, annotating each keyword of a plurality of keywords with one or more labels of a plurality of labels, comprising: for each label, computing a score for the keyword document corresponding to the keyword and the label using an annotation model; and annotating the keyword with a specific label where the keyword document corresponding to the keyword and the specific label have the highest or the lowest score. Constructing a classifier based on a plurality of training keywords. For each keyword of the plurality of keywords, for each label annotating the keyword, calculating a second index-wise product between a word count vector of the keyword document corresponding to the keyword and a word count vector of the label document corresponding to the label; and predicting whether the label annotating the keyword is correct using the classifier with the second index-wise product as an input to the classifier.

AI classification

Natural language1.00
Machine learning1.00
Vision1.00
AI hardware0.99
Knowledge representation0.99
Planning0.36
Speech0.02
Evolutionary computation0.00

Ownership

ADCHEMY, INC.

assignment · 354940076

GLOBUS MEDICAL, INC.

assignment · 642920803

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