Company Filing History:
Years Active: 2014-2022
Title: Huazhong Ning: Innovator in Search Result Clustering
Introduction
Huazhong Ning is a prominent inventor based in San Jose, CA. He has made significant contributions to the field of search technology, holding a total of 12 patents. His work focuses on improving the presentation of search results through innovative clustering methods.
Latest Patents
One of Huazhong Ning's latest patents involves clustering search results based on entity associations of search items. This implementation provides an enhanced system for presenting search results. An example method includes generating first-level clusters of items responsive to a query, where each cluster represents an entity in a knowledge base and includes items mapped to that entity. The process involves merging the first-level clusters based on entity ontology relationships, applying hierarchical clustering to the merged clusters, producing final clusters, and initiating the display of items according to these final clusters. Another method he developed also generates first-level clusters from items responsive to a query, producing final clusters by merging the first-level clusters based on an entity ontology and an embedding space generated from an embedding model that utilizes the mapping. This innovative approach significantly improves the relevance and organization of search results.
Career Highlights
Huazhong Ning is currently employed at Google Inc., where he continues to push the boundaries of search technology. His work has been instrumental in developing systems that enhance user experience and information retrieval.
Collaborations
He has collaborated with notable colleagues, including Hrishikesh Balkrishna Aradhye and Jilin Chen, contributing to various projects that aim to refine search algorithms and improve data presentation.
Conclusion
Huazhong Ning's contributions to search technology through his innovative patents and collaborative efforts at Google Inc. highlight his role as a leading inventor in the field. His work continues to shape the future of how information is accessed and presented.
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