Caroline Jiwon Kim

Title: Caroline Jiwon Kim: Innovator in Lifelong Schema Matching

Introduction

Caroline Jiwon Kim is a prominent inventor based in San Francisco, CA. She has made significant contributions to the field of data classification and schema matching. Her innovative work has led to the development of a unique patent that enhances the efficiency of data organization.

Latest Patents

Caroline holds a patent for "Lifelong schema matching." This patent describes systems and methods for lifelong schema matching, which include receiving data comprising a plurality of information categories. The process involves classifying each information category according to a schema with multiple classes. A neural network classifier, trained using a lifelong learning technique, performs the classification. This technique utilizes various exemplar training sets, where each set contains examples corresponding to one of the classes. The examples are selected based on a metric that indicates how well they represent the corresponding class. The data is then added to a database organized according to the schema.

Career Highlights

Caroline is currently employed at Adobe, Inc., where she continues to innovate and develop new technologies. Her work at Adobe has allowed her to apply her expertise in data classification and machine learning to real-world applications.

Collaborations

Some of Caroline's notable coworkers include Handong Zhao and Yikun Xian. Their collaboration has contributed to the advancement of projects within Adobe, fostering an environment of innovation and creativity.

Conclusion

Caroline Jiwon Kim is a trailblazer in the field of lifelong schema matching, with a patent that showcases her innovative approach to data classification. Her contributions at Adobe, along with her collaborations, highlight her impact on the technology industry.