Method, Apparatus, and System for Providing a Context-Aware Location Representation

Published:

Recommended citation: S. Kompella & C. Cervantes. Method, Apparatus, and System for Providing a Context-Aware Location Representation. U.S. Patent Application 17/116717, filed December 2020. Patent Pending

This invention aims to produce dense representations (embeddings) for location entities through the combination of spatial and structured information (e.g. present in a knowledge graph) with unstructured information (e.g. web-scraped text). These representations are constructed using representation learning techniques (e.g. Deepwalk) and traditional natural language processing tools.