METHOD AND SYSTEM FOR INCREASING ACCURACY AND COMPLETENESS OF ACQUIRED DATA

摘要

The present disclosure relates to the use of both semantic analysis and statistical text mining to process data records, improving the completeness and accuracy of records so processed. By way of example, a data record may be iteratively processed by text mining using seeds derived from a semantic template and by validating the results based on semantic reasoning based on the semantic template.

主权项

1. A computer-implemented method for processing data, comprising:
accessing a data record; performing a text mining operation on the data record using seeds derived from a semantic template encompassing the data record; populating one or more fields of a data instance using data elements derived from the analysis of the data record by the text mining operation, wherein the data instance is based on the semantic template; updating the data instance based on semantic rules defined by the semantic template; and updating the seeds and iterating the steps of: performing the text mining operation, populating one or more fields of the data instance, and updating the data instance based on semantic rules to generate a final data instance.