Company Filing History:
Years Active: 2006-2014
Title: Chris J Burges: Innovator in Machine Learning and Web Technologies
Introduction
Chris J Burges, based in Bellevue, WA, is a distinguished inventor recognized for his substantial contributions to the fields of machine learning and web technologies. With a total of eight patents to his name, Burges has made significant strides in enhancing search engine functionalities and combating web spam.
Latest Patents
Among his notable inventions, Burges' latest patents focus on two key areas. The first is a patent for "User-driven index selection," which describes techniques for index building leveraging clickcounts of training URLs. By employing a machine learning algorithm, Burges has devised a method to compute a trained model that predicts future user search behavior based on URLs' feature vectors. The innovative approach allows for the dynamic construction of an index of web pages that optimizes user retrieval efficiency.
His second recent patent addresses the "Web spam page classification using query-dependent data." This invention introduces a web spam page classifier that identifies problematic pages based on feature pairs of search queries and web pages. Through the analysis of training instances, the classifier can demote or remove spam pages from relevancy ranked lists, ultimately improving the quality of search results for users.
Career Highlights
Chris J Burges is employed at Microsoft Technology Licensing, LLC, where he continues to develop groundbreaking technologies that refine search engine performance and enhance user experiences. His work has not only contributed to his company’s portfolio but also has had a profound impact on the digital landscape.
Collaborations
Throughout his career, Burges has collaborated with notable professionals in the field, including John Carlton Platt and Cormac E Herley. These collaborations have fostered innovation and contributed to the development of advanced technologies within Microsoft.
Conclusion
Chris J Burges exemplifies the spirit of innovation in technology, particularly in machine learning applications for web search. His patents reflect a deep understanding of both user behavior and algorithmic efficiency, making him a significant figure in the ongoing evolution of digital technologies.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.