In this paper, a nonbacktracking algorithm is presented for the rule based attribute-oriented database induction approach. The background knowledge is considered as a limited logic program, and every clause of it is expanded as a complete resolution clause. Then, the concept of exact level for an attribute in the concept hierarchies is defined and specified according to its threshold required by the users. The values of each attribute are inducted as ones in its exact level by only one pass without backtracking.