Company Filing History:
Years Active: 2013-2021
Title: Innovations of John Burge
Introduction
John Burge is a notable inventor based in Santa Clara, CA (US). He has made significant contributions to the field of technology, particularly in content entity annotation. With a total of 3 patents, Burge's work has had a considerable impact on how content is processed and annotated in various systems.
Latest Patents
Burge's latest patents focus on facilitating content entity annotation while satisfying joint performance conditions. One of his innovations involves a non-transitory computer-readable medium that includes instructions for a computing system to perform operations. These operations encompass aggregating information indicative of initial entities for content and initial scores associated with those entities from various content annotation sources. The system maps these initial scores to generate calibrated scores, applies weights to produce weighted scores, and combines them using a linear aggregation model to generate a final score. This process ultimately determines whether to annotate the content based on a comparison of the final score and a defined threshold value.
Another patent by Burge also addresses the facilitation of content entity annotation while maintaining joint quality, coverage, and completeness performance conditions. This system includes an aggregation component that aggregates signals indicative of initial entities and scores, a mapping component for calibrating scores, and a linear aggregation component that applies weights based on joint performance conditions. The annotation component then decides whether to annotate the content based on the final score comparison.
Career Highlights
John Burge is currently employed at Google Inc., where he continues to innovate and develop new technologies. His work has been instrumental in enhancing the efficiency and accuracy of content annotation processes.
Collaborations
Burge has collaborated with notable colleagues such as Balakrishnan Varadarajan and George Dan Toderici. These collaborations have contributed to the advancement of his projects and the overall success of the innovations he has developed.
Conclusion
John Burge's contributions to the field of content entity annotation demonstrate his expertise and commitment to innovation. His patents reflect a deep understanding of technology and its applications in improving content processing.