The formula used to mathematically recognize and explain the conditional probability of event A, given event B, is:
\[ P(A|B) = \frac{P(A \text{ and } B)}{P(B)} \]
So, the correct option is:
P(A|B) = P(A and B) / P(B)
This indicates the probability of event A occurring given that event B has occurred.