Safegraph, Inc.

Vera Sazonova

The technology disclosed relates to systems and methods for constructing standardized addresses for a plurality of jurisdictions. The system comprises a trained model configured to process, an input, a string that includes a sequence of substrings. The trained model is configured to produce, as output, respective address component classifications for respective substrings in the sequence of substrings. The trained model is trained on thousands to millions of training examples that map substrings to a plurality of address component types and a plurality of non-address component types.

Machine learning-based translation of address strings to standardized addresses

Standardized address generation from address substrings includes receiving an address string for a place-of-interest, one-to-many mapping at least one of a plurality of address substrings of the address string to respective address components, concatenating the address substrings using a template that specifies an order of concatenating the address substrings, and making the concatenated address substrings available for further use.

Standardized addresses generation from address substrings

The technology disclosed relates to systems and methods for constructing standardized addresses for a plurality of jurisdictions. The system includes logic to receive an address string for a place-of-interest. The address string can have a plurality of substrings. The system includes logic to classify substrings in the plurality of substrings as address substrings and non-address substrings. The system includes logic for one-to-one mapping respective address substrings in the address string to respective address components. The system includes logic to access respective standardized formats for the respective address components. The system includes logic to conform the address substrings to the respective standardized formats of the respective address components. The system can then access a template that specifies an order of concatenating the conformed address substrings. The system includes logic to concatenate the conformed address substrings according to specified order.

Growing community of inventors

Montréal, Canada

Vera Sazonova