Location History:
- Los Gatos, CA (US) (1999 - 2000)
- Ithaca, NY (US) (2006)
Company Filing History:
Years Active: 1999-2006
Title: Jon Michael Kleinberg: Innovator in Information Filtering
Introduction
Jon Michael Kleinberg is a prominent inventor based in Los Gatos, CA. He has made significant contributions to the field of information filtering and resource identification. With a total of 3 patents, Kleinberg's work focuses on enhancing the way users interact with information entities.
Latest Patents
Kleinberg's latest patents include a "Method and system for filtering of information entities." This invention provides a system and method for eliciting interesting structures from a collection of entities or resources, which are defined by explicit and implicit relations known as 'affinities.' The interesting structure encompasses notions of quality, authority, relevance, and similarity among resources. The similarities between entities are computed based on their affinity values, allowing for effective ranking and clustering.
Another notable patent is the "Method and system for identifying authoritative information resources." This system is designed for searching desired items from a network of information resources, particularly applicable to World Wide Web pages. The method involves selecting an initial set of pages through a keyword-based query and computing authoritativeness values based on the number of links to and from these pages. This iterative process helps define communities of related pages that are of interest to users.
Career Highlights
Kleinberg is currently associated with the International Business Machines Corporation (IBM), where he continues to innovate in the field of information technology. His work has had a profound impact on how information is filtered and accessed in the digital age.
Collaborations
Throughout his career, Kleinberg has collaborated with notable figures in the field, including Prabhakar Raghavan and Soumen Chakrabarti. These collaborations have further enriched his contributions to information science.
Conclusion
Jon Michael Kleinberg is a key figure in the realm of information filtering and resource identification. His innovative patents and work at IBM have significantly advanced the way users interact with information. His contributions continue to shape the future of information technology.