Company Filing History:
Years Active: 2025
Title: Innovations by Shuo Han in User-Generated Content Taxonomy
Introduction
Shuo Han is an accomplished inventor based in Milpitas, CA (US). He has made significant contributions to the field of content understanding through his innovative patent. His work focuses on creating dynamic interest taxonomies from user-generated content, which enhances the way we interact with and understand digital information.
Latest Patents
Shuo Han holds a patent titled "Automatic techniques for constructing an evolving interest taxonomy from user-generated content." This patent outlines techniques for creating an interest graph by obtaining content items from various sources and applying tailored preprocessing based on the content source. The process involves extracting text and identifying salient keywords and key phrases using unsupervised machine learning models. These keywords and phrases become nodes in an interest graph, with edges representing semantic similarity. This innovative approach overcomes the limitations of conventional taxonomies, providing a rich, adaptable framework for understanding user interests.
Career Highlights
Shuo Han is currently employed at Snap Inc., where he continues to develop and refine his innovative ideas. His work at Snap Inc. allows him to apply his expertise in machine learning and content analysis to real-world applications, contributing to the company's mission of enhancing user engagement through improved content understanding.
Collaborations
Shuo has collaborated with notable colleagues, including Jason Brewer and Chang Kuang Huang. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge technologies.
Conclusion
Shuo Han's contributions to the field of user-generated content taxonomy exemplify the power of innovation in enhancing digital interactions. His patent and work at Snap Inc. highlight the importance of adapting to evolving user preferences and interests.