Linkage data generator
AssigneePaypal, Inc.
InventorsSri Harish Sridhar, Sasikanth Natarajan, Karan Samirbhai Shah, Srinivasabharathi Selvaraj
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Abstract
A system can determine a cluster of tables from a plurality of tables, determine, using a neural network, a link between a pair of columns from respective tables of the cluster of tables, wherein the pair of columns satisfy a relatedness criterion, and classify, using the neural network, the link according to a link classification criterion, wherein the link satisfies the link classification criterion.
Claims20
A system, comprising:
- a processor;
- and
- a non-transitory computer-readable medium having stored thereon computer-executable instructions that are executable by the system to cause the system to perform operations comprising:
- determining a cluster of tables from a plurality of tables;
- determining, using a neural network, a link between a pair of columns from respective tables of the cluster of tables, wherein the pair of columns satisfy a relatedness criterion;
- and
- classifying, using the neural network, the link according to a link classification criterion, wherein the link satisfies the link classification criterion.
A computer-implemented method, comprising:
- determining, by a computer system comprising a processor, a data subgroup comprising a subgroup of data tables of a group of data tables by filtering the group of data tables;
- determining, by the computer system and using machine learning, correlated data comprising a correlation between data from respective data tables of the subgroup of data tables, wherein the correlated data satisfy a cluster criterion;
- and
- classifying, by the computer system and using the machine learning, the correlated data according to a classification criterion, wherein the correlated data satisfy the classification criterion.
A computer-program product for facilitating data linkage, the computer-program product comprising a computer-readable medium having program instructions embedded therewith, the program instructions executable by a computer system to cause the computer system to perform operations comprising:
- determining a data cluster comprising a cluster of tables of a plurality of tables;
- determining, using a neural network, a link between a pair of columns from respective tables of the cluster of tables, wherein the pair of columns satisfy a relatedness criterion;
- and
- classifying, using the neural network, the link according to a link classification criterion, wherein the link satisfies the link classification criterion.
Dependencies are inferred from the claim text.