Location History:
- Bellevue, WA (US) (2011 - 2014)
- Foster City, CA (US) (2014)
Company Filing History:
Years Active: 2011-2014
Title: Innovations by Inventor Tao Tao
Introduction
Tao Tao is a notable inventor based in Bellevue, WA (US). He has made significant contributions to the field of technology, particularly in spam detection and index building. With a total of 6 patents to his name, Tao has demonstrated a strong commitment to innovation.
Latest Patents
Tao's latest patents include "Link spam detection using smooth classification function." This patent describes a spam detection system that includes a classifier training component. The system receives a first set of training pages labeled as normal and a second set labeled as spam. The training component trains a web page classifier based on both sets of training pages. A spam detector then classifies unlabeled web pages as spam or normal.
Another significant patent is "User-driven index selection." This patent outlines techniques for index building, where click counts of training URLs indicate how often they were clicked in search engine results. A machine learning algorithm computes a trained model that is stored for future use. The click counts and respective URLs are processed to predict probabilities based on feature vectors of URLs. This model helps determine which URLs to include in the index.
Career Highlights
Tao Tao is currently employed at Microsoft Technology Licensing, LLC. His work focuses on developing innovative solutions that enhance web page classification and indexing processes. His contributions have been instrumental in improving the efficiency of spam detection systems.
Collaborations
Tao has collaborated with notable colleagues such as Dengyong Zhou and Jennifer Tour Chayes. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Tao Tao's work exemplifies the spirit of innovation in technology. His patents reflect a deep understanding of machine learning and web technologies. Through his contributions, he continues to shape the future of spam detection and indexing.