/Link-Prediction-in-Co-Authorship

Link Prediction in Co-authorship dataset

Primary LanguagePython

Link-Prediction-in-Co-Authorship

This is part of our final project for Boston College CSCI3341 Artificial Intelligence.

  • Authors: Qi Ying Lim (Tia), Shikun Wang (Jason), Ruifan Yang
  • Professor: Sergio Alvarez

Introduction

Given a snapshot of a 'social network' of co-authorships in acadmia, we want to predict prospective co-authorships.

We do so by extracting various features including proximity features, aggregate features and topological feaures, and using these features in our binary classifier.