Abstract
A method for digital identity construction includes extracting, by a processor, information related to a plurality of users or entities from one or more data sources. The method includes creating a plurality of tables to organize the extracted information. The method includes constructing a connected component graph based on the created plurality of tables, wherein the connected component graph is a single-dimensional graph. The method includes splitting the single-dimensional connected component graph into a multi-dimensional graph and converting the multi-dimensional graph into a vector data structure. The method includes comparing vectors of the vector data structure to identify similarity and generating a similarity score. The method includes generating a probability score based on the similarity score, wherein the probability score quantifies a likelihood that two or more given identifiers belong to an existing user or indicates a need to generate a new digital identity.
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
SAHA, KARANJIT and BANERJEE, RIDDHI, "METHOD AND APPARATUS FOR DIGITAL IDENTITY CONSTRUCTION USING GRAPH-BASED SIMILARITY ANALYSIS", Technical Disclosure Commons, ()
https://www.tdcommons.org/dpubs_series/11042