Connecting Events and Sponsors : A Machine Learning perspective?

Events are a great way for companies to show their brand and reach a targeted audience.(How: Microsoft sponsors techcrunch disrupts because only the tech geeks are going to attend such an event.) Also,events need sponsorships to brand the event and arrange the logistics.

Is there anyway of connecting them?

Let us look at a machine learning perspective.

Consider you have a dataset of 1000 companies that would be willing to sponsor your event and 1000 companies who won’t, we can train an algorithm using natural language processing to predict whether a company would be willing to sponsor the event.

PS: This is the research paper I am working on.