Bo Zeng

Title: Bo Zeng: Innovator in Machine Learning and Personalized Recommendations

Introduction

Bo Zeng is a prominent inventor based in Fremont, California, known for his contributions to the fields of machine learning and personalized recommendation systems. With a total of four patents to his name, Zeng has made significant strides in enhancing user experiences through innovative technology.

Latest Patents

One of Bo Zeng's latest patents focuses on combining machine learning and social data to generate personalized recommendations. In this invention, a computing device receives a message that includes a request for a recommendation. The system determines a representation of a hypothetical ideal recommendation based on the message content. It retrieves data regarding potential recommendations, including representations derived from factual information and user opinions. The system then ranks these entities based on their similarity to the ideal recommendation and selects the most suitable entity to recommend.

Another notable patent involves applying templates to customize the presentation of content based on the type of surface used for display. The online system receives a request to generate presentation content and identifies the surface for presenting this information, which could be voice-only, voice with graphical display, or graphical display only. Based on the identified surface, the system ranks the content items and transmits instructions for presenting the information accordingly.

Career Highlights

Throughout his career, Bo Zeng has worked with leading technology companies, including Facebook, Inc. and Meta Platforms, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in a collaborative environment.

Collaborations

Zeng has collaborated with notable professionals in the field, including Haixun Wang and Kun Han. These partnerships have contributed to the advancement of his projects and the successful implementation of his inventions.

Conclusion

Bo Zeng is a distinguished inventor whose work in machine learning and personalized recommendations has made a significant impact in the technology sector. His innovative patents and collaborations with industry leaders highlight his commitment to enhancing user experiences through advanced technology.