System and method for automated population splitting to...

Details System and method for automated population splitting to... System and method for automated population splitting to...

2010-09-27

2011-11-01

Gaffin, Jeffrey A (Department: 2129)

Data processing: artificial intelligence

Knowledge processing system

Knowledge representation and reasoning technique

Reexamination Certificate

active

08051030

ABSTRACT:
Task management supported by analytics has enhanced effectiveness through automated population splitting for generating models that predict task associated outcomes. Subpopulations are automatically analyzed for adequate sample size and selectively recombined based on characteristics of the subpopulations, such as to combine homogeneous subpopulations or to optimize a subpopulation characteristic. As an example, outbound calling campaign models are generated for time periods by splitting a sample population into time period subpopulations and combining subpopulation time periods having inadequate sample size so that combined subpopulations have a minimized total time period or greater similarity relative to other subpopulations.

REFERENCES:
patent: 7610257 (2009-10-01), Abrahams
patent: 2004/0117336 (2004-06-01), Basak et al.
patent: 2005/0002515 (2005-01-01), Mewhinney et al.
Ozertem et al. “Clustering with Normalized Information Potential Constrained Maximum Entropy Boltzmann Distribution” 2006 IJCNN, 2006, pp. 4892-4897.

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