Feature vector generation for probabalistic matching
AssigneeInternational Business Machines Corporation
InventorsSoma Shekar Naganna, Abhishek Seth, Neeraj Ramkrishna Singh
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AssigneeInternational Business Machines Corporation
InventorsSoma Shekar Naganna, Abhishek Seth, Neeraj Ramkrishna Singh
Estimating the term…
A computer-implemented method increases the efficiency of matching records from two sources. The method includes identifying a first source and a second source wherein each of the sources include one or more records and each record includes one or more attributes. The method further includes determining, based on a corpus, the one or more attributes and generating, based on the attributes, a set of feature vectors which vectors represent the one or more attributes. The method includes comparing each record in the first source against each record in the second source. The method further includes generating, in response to the comparing, a link confidence. The method also includes linking, in response to the link confidence being above a linking threshold, the associated records. The method includes determining a first feature vector of the set of feature vectors used in the linking, and outputting a set of results.
A computer-implemented method comprising:
A system configured to link records comprising:
A computer program product, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processing unit to cause the processing unit to:
Dependencies are inferred from the claim text.