Company Filing History:
Years Active: 2021-2023
Title: Juan Pablo Bottaro: Innovator in Entity Linking Technologies
Introduction
Juan Pablo Bottaro is a distinguished inventor based in Dublin, Ireland. He has made significant contributions to the field of digital data processing, particularly in the area of entity linking. With a total of 2 patents, Bottaro's work focuses on enhancing the accuracy and efficiency of linking content items to target entities.
Latest Patents
Bottaro's latest patents include innovative technologies that address the challenges of entity linking. The first patent, titled "Risk-aware entity linking," involves identifying a content item from a digital data source as a candidate for linking with a target entity from another source. This process utilizes semantic similarity data to match candidate entities and assess link risk based on qualitative data derived from features of both the content item and the target entity.
The second patent, "Entity linking via disambiguation using machine learning techniques," focuses on resolving ambiguities in text documents. This invention identifies potential entities for ambiguous terms, applies an attention model to enhance the classification of these terms, and evaluates a minimum entropy loss function to improve the accuracy of entity mapping.
Career Highlights
Juan Pablo Bottaro is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop cutting-edge technologies in the realm of digital data. His expertise in machine learning and semantic analysis has positioned him as a key player in the advancement of entity linking methodologies.
Collaborations
Bottaro collaborates with talented professionals in his field, including Daria Bogdanova and Maria Laura Jedrzejowska. Their combined efforts contribute to the innovative projects at Microsoft Technology Licensing, LLC.
Conclusion
Juan Pablo Bottaro's contributions to entity linking technologies demonstrate his commitment to advancing digital data processing. His patents reflect a deep understanding of the complexities involved in linking content to entities, showcasing his innovative spirit and technical expertise.
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