Company Filing History:
Years Active: 2025
Title: Innovations by Dongkai Chen in Intellectual Property Protection
Introduction
Dongkai Chen is an accomplished inventor based in Mountain View, CA. He has made significant contributions to the field of intellectual property protection through his innovative patent. His work focuses on generating fake documents to deter intellectual property theft, showcasing his expertise in computer science and document processing.
Latest Patents
Dongkai Chen holds a patent titled "Generating fake documents using word embeddings to deter intellectual property theft." This invention describes a computer-implemented method, system, and computer program product for creating fake documents. The process involves building a corpus of domain-specific documents and identifying word embeddings for each word as embedding vectors. Concepts within the corpus are clustered together, and a feasible candidate replacement set is generated for each concept. After extracting concepts from a document, their importance values are computed, and a joint optimization problem is solved to identify which concepts to replace and the corresponding replacement concepts. This innovative approach ultimately generates a fake document that can help protect intellectual property.
Career Highlights
Dongkai Chen is affiliated with Dartmouth College, where he continues to advance his research and development in the field of computer science. His work has garnered attention for its practical applications in safeguarding intellectual property.
Collaborations
Some of his notable coworkers include Venkatramanan Subrahmanian and Haipeng Chen, who contribute to the collaborative research environment at Dartmouth College.
Conclusion
Dongkai Chen's innovative patent demonstrates a unique approach to combating intellectual property theft through advanced document generation techniques. His contributions to the field are significant and reflect his dedication to protecting intellectual property rights.