Prior meaning : A high-ranking member of a monastery, usually lower in rank than an abbot. A chief magistrate in Italy. (law enforcement) A previous arrest or criminal conviction on someone's record. In Bayesian inference, a prior probability distribution, one based on information or belief before additional data is collected. Advance; previous; coming before. Former, previous. Previously.