Maria Pershina

Title: Maria Pershina: Innovator in Digital Entity Correlation

Introduction

Maria Pershina is a prominent inventor based in New York, NY (US). She has made significant contributions to the field of digital entity correlation, showcasing her expertise through her innovative patent.

Latest Patents

Maria holds a patent titled "Techniques for Digital Entity Correlation." This patent focuses on methods for generating a composite knowledge graph from constituent graphs using digital entity correlation. The invention involves encoding digital attribute values associated with primary entities into primitives, utilizing a multi-resolution encoding scheme. A pairs graph is constructed based on seed pairs calculated from correlating these encoded primitives. The process is further expanded to include subjects and objects of the seed pairs, as well as pairs connected to relationship entities. A similarity metric is computed for each candidate pair to determine potential matches, enhancing the efficiency of entity matching on a holistic basis.

Career Highlights

Maria is currently employed at Microsoft Technology Licensing, LLC, where she applies her innovative ideas and technical skills. Her work has contributed to advancements in digital technologies and knowledge management.

Collaborations

Maria has collaborated with notable colleagues, including Mohamed A Yakout and Kaushik Chakrabarti. Their combined expertise has fostered a productive environment for innovation and development.

Conclusion

Maria Pershina is a trailblazer in the realm of digital entity correlation, with her patent reflecting her innovative spirit and technical prowess. Her contributions continue to influence the field and inspire future advancements.