关键词: 自动售药机, 配仓, 关联规则, 兴趣度

Abstract: The types of medicine are dazzling, however, positions in medicine vending machine are limited. In order to buy medicine conveniently, an idea using association rules to warehouse is put forward. Firstly, the essay introduces insufficient on traditional metric methods. Secondly, in order to make sure positive correlation among one item with others, correlation metric is proposed. Thirdly, relevance metric is proposed to delete cross support item-sets. Finally, the essay puts forward an algorithm called SRL using support metric, correlation metric and relevance metric. The experiment indicates SRL algorithm’s time complexity and effectiveness are better than traditional Apriori algorithm’s. In other words, SRL algorithm is feasible.

Key words: medicine vending machine, warehouse, association rule, interest measure