Student Work
Supervised Machine Learning for Academic Collaboration Prediction Public
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.
- Creator
- Publisher
- Identifier
- E-project-102819-114650
- Advisor
- Year
- 2019
- Date created
- 2019-10-28
- Resource type
- Major
- Rights statement
- License
Relationships
- In Collection:
Items
Thumbnail | Title | Date Uploaded | Visibility | Actions |
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paper.pdf | 2020-08-22 | Public |
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mqp-master.zip | 2020-08-22 | Public |
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Permanent link to this page: https://digital.wpi.edu/show/2b88qf83r