Quantitative discovery of name changes

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United States of America Patent

PATENT NO 10339467
APP PUB NO 20160358097A1
SERIAL NO

14728926

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Abstract

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Embodiments of the present invention provide a method for detecting a temporal change of name associated with performance data. The method comprises receiving at least one candidate name replacement pair comprising a pair of names. The method further comprises, in a training stage, for each known name replacement pair included in the performance data, determining a window of time covering a most recent appearance of a first name of the known name replacement pair. The window of time is determined based on quantitative features of a time series model comprising performance data for the first name and a second name of the known name replacement pair. The method further comprises, in the training stage, training a machine learning classifier based on quantitative features computed using a portion of the performance data for the first name and the second name, where the portion is within the window of time determined.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Blomberg, Jeanette L Portola Valley, US 26 487
Chandra, Anca A Los Gatos, US 30 217
Chowdhary, Pawan R San Jose, US 48 544
Oh, Se Chan Stanford, US 7 21
Strong,, Jr Hovey R San Jose, US 38 283
Tuarob, Suppawong State College, US 2 4

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