Why Does My Laptop Fan Sound Like It Is Preparing for Takeoff?

My laptop fan suddenly ramps up to full speed and sounds like a jet engine preparing for takeoff, even when I am only browsing the web or typing a document. I cannot figure out why it gets so loud and hot, and I need help understanding whether this is a dust problem, a thermal paste issue, a background process, or something more serious.