/Social-Computing

Social Computing (CS60017) 2020A

Primary LanguagePythonMIT LicenseMIT

Social-Computing

Solutions to assignments for the course Social Computing (CS60017), Autumn 2020-21, IIT Kharagpur

  • Assignment 1

    • Title: Measuring Network Properties using SNAP library
    • Computing Structural Properties of networks such as Degree Distribution, Diameters, Shortest paths & Connectivity metrics
    • Dataset includes facebook and amazon subgraphs

  • Assignment 2

    • Title: Calculating Centrality Measures
    • Computing Closeness & Betweenness Centrality metrics and PageRank scores for Facebook social circles

  • Assignment 3

    • Title: Detecting Hate Speech on Social Media posts
    • Training the following classifiers to predict hateful content in given tweets
      • Random Forrest Classifier (tf-idf vectors)
      • SVM Classifier (Word2Vec Embeddings)
      • Supervised FastText
      • Multinomial Naive Bayes ((tf-idf vectors))