Marco Polo makes it easy to find collaborators in a large workplace. A user can input a description of the project that they're working on, and will receive a list of people in their company who are working on similar projects.
How it works
- Each user profile is made through use of the Microsoft Graph API to access contects of various work projects in a OneDrive account or specific sent emails from projects that the user chooses.
- The contents of selected items are vectorized using TF-IDF Vectors
- Using Non-Negative Matrix Factorization, users are group based on similar interests
- When a users enters a snippit of their current work into the text box on our web-app, the recommender system will show users who are working on similar projects. This allows for easy collaboration between like-minded individuals.