Techniques for graph data structure augmentation

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 11989964
APP PUB NO 20230146501A1
SERIAL NO

17524157

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Abstract

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A computing device may receive a set of user documents. Data may be extracted from the documents to generate a first graph data structure with one or more initial graphs containing key-value pairs. A model may be trained on the first graph data structure to classify the pairs. Until a set of evaluation metrics for the model exceeds a set of deployment thresholds: generating, a set of evaluation metrics may be generated for the model. The set of evaluation metrics may be compared to the set of deployment thresholds. In response to a determination that the set of evaluation metrics are below the set of deployment thresholds: one or more new graphs may be generated from the one or more initial graphs in the first graph data structure to produce a second graph data structure. The first and second graph can be used to train the model.

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Patent Owner(s)

  • ORACLE INTERNATIONAL CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Agarwal, Amit Kolkata, IN 188 2835
Pachauri, Kulbhushan Bangalore, IN 10 25
Qian, Jun Bellevue, US 152 5951
Zadeh, Iman Los Angeles, US 7 3

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