Mining association rules is a major aspect of data mining research. In this paper, on the basis of analyzing the basic properties of the problem of mining association rules and multidimensional scaling, the authors propose a new multidimensional scaling based algorithm for fast mining association rules, which projects each data item on multidimensional space according to the association scaling between data items, and then reduces the dimensions of the space. Finally, the algorithm generates association rul...