Company Filing History:
2 out of 2 
1 out of 1 
1 out of 4 Years Active: 2016-2023
Title: Innovations of Christopher Bingham
Introduction
Christopher Bingham is an accomplished inventor based in Cambridge, MA. He holds a total of four patents that showcase his expertise in data analysis and social media. His innovative work has contributed significantly to the fields of entity disambiguation and interest analysis.
Latest Patents
One of Bingham's latest patents focuses on entity disambiguation. This invention involves receiving data that characterizes a document, including a target word and multiple potential meanings for that word. A first set of context words is determined using a language model, which is specific to the target word. Additionally, a second set of context words is derived from a knowledge base and the language model, which pertains to the various potential meanings of the target word. A scoring system is then employed to compare the two sets of context words, allowing for the selection of the meaning with the highest score as the disambiguation of the target word.
Another notable patent by Bingham involves analyzing interests based on social media data. This system and method analyze people's interests by utilizing signals available within social media platforms. The process includes calculating interest topics for individuals based on their social media activity and the interests of their network. The invention allows for a comparison of interest topics between different groups, providing visualizations of topic distributions and affinities.
Career Highlights
Bingham has worked with notable companies such as Crimson Hexagon, Inc. and Brandwatch. His experience in these organizations has further honed his skills in data analysis and technology development.
Collaborations
Some of Bingham's coworkers include Aykut Firat and Mitchell Brooks. Their collaboration has likely contributed to the innovative projects and patents that Bingham has developed.
Conclusion
Christopher Bingham is a prominent inventor whose work in entity disambiguation and social media interest analysis has made a significant impact in the field of data technology. His contributions continue to influence how data is interpreted and utilized in various applications.