Patents by Inventor Fanbin Bu

Fanbin Bu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Machine learning techniques to predict geographic talent flow
    Patent number: 11238352
    Abstract: Techniques are provided for predicting talent flow to and/or from a geographical region. In one technique, multiple entity profiles are stored and analyzed to generate training data that is labeled indicating whether a corresponding entity has moved to or moved from a region. A machine-learned prediction model is generated or trained based on the training data. Using the machine-learned prediction model, a prediction is made whether, for each entity corresponding to another entity profile, that entity will move to or move from a particular geographic region. Based on multiple predictions, a number of entities that are predicted to move to or move from the particular geographic region is determined. Talent flow data that is based on the number of entities is presented on a computer display.
    Type: Grant
    Filed: March 30, 2018
    Date of Patent: February 1, 2022
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Chi-Yi Kuan, Shen Huang, Yu Wang, Yongzheng Zhang, Paul Ko, Shady Elasra, Fanbin Bu
  • MACHINE LEARNING TECHNIQUES TO PREDICT GEOGRAPHIC TALENT FLOW
    Publication number: 20190303773
    Abstract: Techniques are provided for predicting talent flow to and/or from a geographical region. In one technique, multiple entity profiles are stored and analyzed to generate training data that is labeled indicating whether a corresponding entity has moved to or moved from a region. A machine-learned prediction model is generated or trained based on the training data. Using the machine-learned prediction model, a prediction is made whether, for each entity corresponding to another entity profile, that entity will move to or move from a particular geographic region. Based on multiple predictions, a number of entities that are predicted to move to or move from the particular geographic region is determined. Talent flow data that is based on the number of entities is presented on a computer display.
    Type: Application
    Filed: March 30, 2018
    Publication date: October 3, 2019
    Inventors: Chi-Yi Kuan, Shen Huang, Yu Wang, Yongzheng Zhang, Paul Ko, Shady Elasra, Fanbin Bu