Machine Learning has long been used for classification tasks. We show how applying a link prediction algorithm to a social network formed by co- authorship can be used to predict future collaboration in the Information Systems (IS) education community. We performed link prediction using Logistic Regression, Support Vector Machine, and Random Forest models.

• This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

Creator

• Koker, Thomas Edward

Publisher

• Worcester Polytechnic Institute

Identifier

• E-project-102819-114650

Advisor

• Wong, Wilson

Year

• 2019

Date created

• 2019-10-28

Resource type

• Major Qualifying Project

Major

• Computer Science

Rights statement

• In Copyright