This inventor holds 2 USPTO granted patents and 1 EPO patent. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2015-2020.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Location History:
- West Lafayette, IN (US) (2015)
- Redmond, WA (US) (2020)
Company Filing History:
Years Active: 2015-2020
Title: Innovations of Mohamed A Yakout
Introduction
Mohamed A Yakout is a notable inventor based in West Lafayette, IN (US). He has made significant contributions to the field of digital entity correlation and knowledge graph generation. With a total of 2 patents, his work has implications for data processing and entity matching.
Latest Patents
His latest patents include "Techniques for digital entity correlation" and "Entity augmentation service from latent relational data." The first patent focuses on using digital entity correlation to generate a composite knowledge graph from constituent graphs. It describes a method where digital attribute values associated with primary entities are encoded into primitives using a multi-resolution encoding scheme. A pairs graph is constructed based on seed pairs calculated from correlating encoded primitives, which is then expanded to include subjects and objects of the seed pairs. A similarity metric is computed for each candidate pair to determine whether a match exists, enhancing the efficiency of entity matching. The second patent addresses augmenting entity-attribute-related tasks by pre-processing entity-attribute tables extracted from the web. This involves creating indexes for efficient data retrieval to complete augmentation tasks, such as finding synonyms or augmented data based on attribute names.
Career Highlights
Mohamed A Yakout is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the realm of digital technologies. His work is pivotal in advancing the understanding and application of knowledge graphs and entity correlation.
Collaborations
He collaborates with talented individuals such as Kaushik Chakrabarti and Maria Pershina, contributing to a dynamic and innovative work environment.
Conclusion
Mohamed A Yakout's contributions to digital entity correlation and knowledge graph generation highlight his role as a significant inventor in the technology sector. His patents reflect a commitment to enhancing data processing methodologies, making a lasting impact in his field.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile