Social Computing Assignment (16CS30044)

Read the Assignment Problem Statement(in pdf) to get a better understanding of the task to be done. instuction.txt documents the running procedure of the code.

• Assignment 1
  Measure several Network Properties (eg. size of the network, degree of nodes, paths in the network, components in the network, clustering coefficient, etc.) using SNAP library.

• Assignment 2
  Calculate Closeness Centrality, Betweenness Centrality and Biased Page Rank of every nodes in a subgraph of amazon and facebook. Further, compare the Top@K centrality overlaps with the centrality of the nodes calculated using SNAP library

• Assignment 3
  Detection of Hate Speech in Social Media posts

  • Task 1 - Use generic classifiers like Random Forest, SVM and FastText to classify hate speeches in a document.
  • Task 2 - Classify hate speech using LSTM based model.