Abstract: Spatial data mining is different from data mining in transaction DB. In most case, the relationships between the tuples in transaction DB do not be taken into account. But in spatial database, there are relationships not only between the attributes, but a

Key words: Data mining, Spatial data, Association rule, Vertical and horizontal direction