Company Filing History:
Years Active: 2018-2021
Title: Shijing Yao: Innovator in Recommendation Algorithms and Trip Estimation
Introduction
Shijing Yao is a prominent inventor based in El Cerrito, CA, known for his contributions to the fields of recommendation algorithms and trip estimation technologies. With a total of 6 patents to his name, Yao has made significant strides in optimizing search results and improving trip duration predictions.
Latest Patents
One of Yao's latest patents involves recommendation ranking algorithms that optimize beyond booking. This computer-implemented method incorporates multiple objectives in a ranked list of search results. It includes receiving a search query from a client device, accessing a set of stored listings for goods or services, and defining a serving vector as a probability distribution over the set of listings. The method generates a ranked list based on a multi-objective function that maximizes overall diversity optimization.
Another notable patent focuses on the generation of trip estimates using real-time and historical data. This system employs machine models to estimate trip durations or distances. It trains both historical and real-time models to predict trip durations based on different characteristics. A selector model is also trained to determine which model will provide the most accurate estimate, allowing for improved trip planning.
Career Highlights
Shijing Yao has worked with leading companies in the tech industry, including Uber Technologies, Inc. and Airbnb, Inc. His experience in these organizations has allowed him to apply his innovative ideas in practical settings, contributing to advancements in technology and user experience.
Collaborations
Yao has collaborated with talented individuals such as Xiao Cai and Thi Duong Nguyen, further enhancing his work through shared expertise and insights.
Conclusion
Shijing Yao's innovative work in recommendation algorithms and trip estimation showcases his significant contributions to technology. His patents reflect a commitment to enhancing user experiences through advanced algorithms and data-driven solutions.