Tianjiao Zhang

Title: Innovations of Tianjiao Zhang

Introduction

Tianjiao Zhang is an accomplished inventor based in Sunnyvale, CA. He has made significant contributions to the field of search technology, holding 2 patents that enhance the way search results are presented to users. His work focuses on improving the efficiency and relevance of search results through innovative clustering methods.

Latest Patents

One of Tianjiao Zhang's latest patents involves clustering search results based on entity associations of search items. This implementation provides an improved system for presenting search results by generating first-level clusters of items responsive to a query. Each cluster represents an entity in a knowledge base and includes items mapped to that entity. The method merges these first-level clusters based on entity ontology relationships and applies hierarchical clustering to produce final clusters. The items are then displayed according to these final clusters. Another method described in his patent also generates first-level clusters from items responsive to a query, producing final clusters by merging based on an entity ontology and an embedding space generated from an embedding model.

Career Highlights

Tianjiao Zhang is currently employed at Google Inc., where he continues to innovate and develop advanced search technologies. His work has been instrumental in enhancing user experience through more relevant search results.

Collaborations

Tianjiao has collaborated with notable colleagues, including Jilin Chen and Peng Dai, who contribute to the dynamic environment of innovation at Google Inc.

Conclusion

Tianjiao Zhang's contributions to search technology through his patents demonstrate his commitment to innovation and improvement in user experience. His work continues to influence the way information is accessed and utilized in the digital age.