The correct formula to mathematically recognize and explain the conditional probability of event A, given event B, is:
\[ P(A|B) = \frac{P(A \text{ and } B)}{P(B)} \]
This formula states that the conditional probability of A given B, denoted as \( P(A|B) \), is equal to the probability of both A and B occurring divided by the probability of B occurring.