Methods, systems, and media for providing direct and hybrid data acquisition approaches

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United States of America Patent

PATENT NO 11403568
APP PUB NO 20110173037A1
SERIAL NO

12986108

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Abstract

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Methods, systems, and media for providing direct and hybrid data acquisition approaches are provided. In accordance with some embodiments of the disclosed subject matter, a method of data acquisition for construction of classification models that incorporates multiple human reviewing resources is provided, the method comprising: receiving a cost structure for constructing a classification model using a data set; instructing human reviewing resources to search through the data set and select instances of a class that satisfy a criterion, providing the human reviewing resources with a definition of the class; training the classification model with the instances from the human reviewing resources; determining when an expected gain for performing additional searches by the human reviewing resources as a function of the cost structure is lower than a given threshold; and, instructing the human reviewing resources searching through the set to label one or more examples from the data set.

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Patent Owner(s)

Patent OwnerAddress
INTEGRAL AD SCIENCE INC37 EAST 18TH STREET 7TH FLOOR NEW YORK NY 10003

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Attenberg, Joshua M Roxbury, US 10 174
Provost, Foster J New York, US 11 171

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