Location History:
- Princeton, NJ (US) (2011)
- Somerville, MA (US) (2012)
Company Filing History:
1 out of 1 
2 out of 832,891 Years Active: 2011-2012
Title: Innovations by Can Deniz Akyuz
Introduction
Can Deniz Akyuz is an accomplished inventor based in Somerville, MA (US). He has made significant contributions to the field of technology, particularly in methods of searching text and analyzing user community interests. With a total of 3 patents, Akyuz has developed innovative solutions that enhance the way information is retrieved and utilized.
Latest Patents
One of Akyuz's latest patents is a method of searching text to find relevant content. This method involves assigning a fingerprint to documents, which includes weights associated with specific topic categories. Each weight indicates the degree to which a document relates to a particular topic. Documents with fingerprints that show a predetermined degree of mathematical overlap are considered relevant. This system not only alerts users to new relevant documents but also allows advertisers to present ads based on the relevance of the text submitted, rather than relying solely on keyword bidding. Additionally, unwanted content can be filtered out, and visual cues can help display relevant documents effectively.
Another notable patent focuses on searching text to identify changes in user community interests and drug side effect upsurges. This method also utilizes document fingerprints and allows for the monitoring of community interests. Advertisers can receive real-time updates to adjust their campaigns accordingly, while pharmaceutical companies can track changes in drug side effects. This innovative approach can be combined with traditional keyword searching to enhance its effectiveness.
Career Highlights
Throughout his career, Akyuz has worked with various companies, including Needlebot Incorporated. His work has consistently focused on improving the relevance and accuracy of information retrieval systems.
Collaborations
Akyuz has collaborated with notable individuals such as Stuart Donnelly and John B Collins. These partnerships have contributed to the development of his innovative methods and technologies.
Conclusion
Can Deniz Akyuz is a prominent inventor whose work in text searching methods has the potential to revolutionize how information is accessed and utilized. His patents reflect a deep understanding of user needs and technological advancements. Akyuz's contributions continue to influence the fields of technology and advertising.