Semantic Distance Learning
Project Description
The main goal of the project is to analyze the polarization and interaction discourse of users on the social media. We will use semantic distance along with visualization technique to infer latent attributes of users.
Supervisor
HUI Pan
Quota
2
Course type
UROP1100
UROP2100
UROP3100
UROP4100
Applicant's Roles
1) Develop NLP models using machine learning .
2) Assist in visualization to represent the results of above models.
3) Assist in quantitative analysis for the experimental results.
2) Assist in visualization to represent the results of above models.
3) Assist in quantitative analysis for the experimental results.
Applicant's Learning Objectives
The students will be assisted by one or more lab members and they will have weekly meetings with them.
By the end of the project, the student(s) will be familiar with the basics of data handling, machine learning, and visualization techniques. And they will be able to demonstrate their knowledge through actual applications.
By the end of the project, the student(s) will be familiar with the basics of data handling, machine learning, and visualization techniques. And they will be able to demonstrate their knowledge through actual applications.
Complexity of the project
Moderate