Xiangyuan Zhao

Title: Innovations of Xiangyuan Zhao

Introduction

Xiangyuan Zhao is a prominent inventor based in Irvine, California. He has made significant contributions to the field of technology, particularly in gaming and user behavior analysis. With a total of five patents to his name, Zhao continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "Effective multi-scale multi-granular targeting for game users." This method involves obtaining gaming exposure information over time, which includes device-level and household-level preferences. The process combines raw user behavior sessions into a gameplay session and provides a scoring metric to assess the extent of multi-matching in the gaming exposure information. Additionally, it generates game segments for ancillary content based on inferences from a machine learning model trained using the gaming exposure data. Another notable patent is "Behavior shift-based interest level prediction." This method utilizes a Fibonacci confidence interval level on user program viewership data to distinguish user interest levels in various entertainment programs. It creates a behavior shift feature space to acquire information about user behavior over time and employs a trained machine learning model to predict user interest levels.

Career Highlights

Xiangyuan Zhao is currently employed at Samsung Electronics Co., Ltd., where he applies his expertise in developing innovative solutions. His work focuses on enhancing user experiences in gaming and entertainment through advanced data analysis and machine learning techniques.

Collaborations

Zhao collaborates with talented individuals such as Yingnan Zhu and Hong-Hoe Kim, contributing to a dynamic and innovative work environment.

Conclusion

Xiangyuan Zhao's contributions to technology and innovation are noteworthy, particularly in the realms of gaming and user behavior analysis. His patents reflect a commitment to enhancing user experiences through advanced methodologies.