Aiming at the demand of analysis and trend capture of battlefield situation, the paper introduces relative theories and proposes the method of discovering sequence modes of target behaviors for situation analysis using BN inference model and data mining theory. In order to show how to find sequence modes of target behaviors with Apriori algorithm of target behaviors and how to determine target behaviors from corresponding characters by BN model, processes are illuminated by an example.