Microsoft technology licensing, llc (20240419715). AUTOMATED KNOWLEDGE GRAPH POPULATOR FOR DATA SELECTION
AUTOMATED KNOWLEDGE GRAPH POPULATOR FOR DATA SELECTION
Organization Name
microsoft technology licensing, llc
Inventor(s)
[[:Category:Laurent Bou� of Petah Tikva (IL)|Laurent Bou� of Petah Tikva (IL)]][[Category:Laurent Bou� of Petah Tikva (IL)]]
Ravi Prasad Kondapalli of Bangalore (IN)
Manpreet Singh of Bangalore (IN)
AUTOMATED KNOWLEDGE GRAPH POPULATOR FOR DATA SELECTION
This abstract first appeared for US patent application 20240419715 titled 'AUTOMATED KNOWLEDGE GRAPH POPULATOR FOR DATA SELECTION
Original Abstract Submitted
a computing device records feature embeddings of each document as a document node of a knowledge graph and connects each document node of the knowledge graph with one or more engagement edges based on engagement telemetry data indicating a measure of engagement with the documents stored in the document datastore. the computing device trains a graph neural network using the knowledge graph populated with each document node and the one or more engagement edges. the computing device may generate a feature embedding for the document query and classify one or more documents from the document datastore as relevant to the document query using the graph neural network based on the feature embedding of the document query.