mananmadan / Learning-Perspectives

Project to group different students on the basis of their learning perspectives using Clustering Algorithms

Learning-Perspectives

A project to identify and group students with different learning perspective in a classroom using Clustering Techniques

Main Idea:

• Extract keywords from student notes to understand their perspective , compare them to the teachers notes to give link recommendation
• Cluster students on the basis of the topic learnt by them during the class

Implementation Progress

To do

• Data Cleaning
• Check keywords of the main file
• Run again using improved keywords
• check why there are no keywords in some cases

Done:

• Clustering
• One Hot Encoding
• Filter and Extraction
• Finding Difference
• Link Recommendation

Process

• Get notes
• Filter and Extract Keywords
• Find the difference of the Keyword set of the teacher and the student
• Recommend Link!

Clustering

• One Hot Encode the data
• cluster according to the score in one-hot encoding