Adobe, Inc.

Caroline Jiwon Kim

Sungchul Kim

Handong Zhao

Tak Yeon Lee

Vasanthi Holtcamp

Nikhil Belsare

Thomas M Jacobs

Yikun Xian

Duy-Trung Trong Dinh

Systems and methods for lifelong schema matching are described. The systems and methods include receiving data comprising a plurality of information categories, classifying each information category according to a schema comprising a plurality of classes, wherein the classification is performed by a neural network classifier trained based on a lifelong learning technique using a plurality of exemplar training sets, wherein each of the exemplar training sets includes a plurality of examples corresponding to one of the classes, and wherein the examples are selected based on a metric indicating how well each of the examples represents the corresponding class, and adding the data to a database based on the classification, wherein the database is organized according to the schema.

Lifelong schema matching

Growing community of inventors

San Francisco, CA, United States of America

Caroline Jiwon Kim