I'm not sure how much maths you've done before but here goes as an explination.
A first order ODE can be written in the form
If it is exact the the LHS can be directly written as
I can guess the reason they are called exact is related to the explanation given here
Exact First-Order Ordinary Differential Equation -- from Wolfram MathWorld
Which is obvious if you have done some multi-variable calculus