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BaiShuotian

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Shuotian Bai(白朔天)

Baisky.jpg

Profile

  • Advisor: Tingshao Zhu

Research Topic

  • Web Mining, Information Retrieval, Web Behavior Analysis, Machine Learning
    • Personality Computation based on Online SNS Behaviors
      • Download users' SNS behaviors and compute users' personlity using decision tree, BP neural network and multi-task learning.
      • Build a web application in Renren.com to compute personality.
    • Web Behavior Analysis and Intention Prediction
      • Build a model to analyze web user behavior and predict user intention.
      • Based on the predicted intention, behavior targeting advertisements could be generated more effectively.

Education

Research Experience

  • WSI lab, Beijing (02/2011–Present)
    • Personality Computation based on Online SNS Behaviors
      • Download users' SNS behaviors and compute users' personlity using decision tree, BP neural network and multi-task learning.
      • Build a web application in Renren.com to compute personality
    • On-line Advertising Recommendation based on web user behavior
      • Worked in Chinese words segmentation and keywords selection.
      • Created index list for getting statistic information quickly.
    • Emotion Categories on Chinese News
      • Designed and trained the Classifier based on Naive Bayes method.
      • Took emotion dictionary into consideration to get high accuracy.
  • Internet Technology Engineering R&D Center(ITEC), Wuhan (2009.01-2010.01)
    • National College Students' Innovative Research Training: Spectrum Optimization
      • Based on the situation of spectrum resources waste, we found an optimal scheme of spectrum distribution.
      • Used the Genetic Algorithm in machine learning to get the optimization.
      • Created an algorithm named block-separation diagram from graph theory which greatly simplifies the complexity of the problem.
      • Worked for the algorithm development and simulation design.
  • RFID Identification, Microwave Center, Wuhan (2008.08-2009.08)
    • Worked as the leader of our group, developed a RFID reader.
    • Made an RFID reader boards under the guidance of teachers and learned much knowledge about microwave and waveguide.
  • Shenzhen Academy of Aerospace Technology, Shenzhen (2009.06-2009.08)
    • Production Practice
      • Assisted the production of RFID reader.
      • Got much practical experience.

Computing and English Skills

  • Programming languages: C/C++/C#, SQL Server, MATLAB, Assembler.
  • Whole English teaching in HUST, passing CET-4 and 6 exams, a strong ability of listening, speaking, reading and writing in English.

Hobbies

  • Minister of the Arts Department in GUCAS
  • Dancing, got the 4th prize in the college student dancing competition in Hubei province, Latin group B.
  • Singing, won the champion in singing competition in EI HUST.
  • Sports, such as football, tennis, etc.
  • This page was last modified on 24 August 2012, at 17:51.
  • This page has been accessed 4,115 times.