Location History:
- Redmond, WA (US) (2018 - 2020)
- Bellevue, WA (US) (2023)
Company Filing History:
Years Active: 2018-2023
Title: Xuetao Yin: Innovator in Recommendation Systems
Introduction
Xuetao Yin is a notable inventor based in Redmond, WA (US). He has made significant contributions to the field of technology, particularly in the area of recommendation systems. With a total of 3 patents, his work focuses on enhancing user experiences through innovative methods.
Latest Patents
One of Xuetao Yin's latest patents involves providing local recommendations based on images of consumable items. This patent describes a method and apparatus for determining a food item from a photograph and identifying a corresponding restaurant serving that food item. The process includes receiving an image from a user, identifying one or more ingredients of the consumable item, and using a neural network to determine similar images from a database. Restaurants associated with these images are ranked based on a similarity score, and a list of ranked restaurants is provided to the user.
Another significant patent by Xuetao Yin is related to sentiment-based recommendations as a function of grounding factors associated with a user. This invention, known as the 'Facet Recommender,' creates conversational recommendations for specific topics based on consumer reviews or social media content. The Facet Recommender applies a machine-learned facet model to identify facets associated with content segments and determine the sentiment associated with those facets. This technology generates personalized conversational utterances based on the sentiments identified.
Career Highlights
Xuetao Yin is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work has had a significant impact on how users interact with technology and make decisions based on recommendations.
Collaborations
Throughout his career, Xuetao has collaborated with notable colleagues, including Bill Dolan and Margaret Ann Mitchell. These collaborations have contributed to the advancement of his projects and the overall success of his innovations.
Conclusion
Xuetao Yin is a prominent inventor whose work in recommendation systems has transformed user experiences. His innovative patents and contributions to technology continue to influence the industry.