Research and Improvement of Apriori Algorithm in Association Rules
Zhu Hu · Computer Knowledge and Technology · 2014
With the rapid development of information technologies,people can get data and store data quickly and conveniently,which results in the unprecedented rising of the quantity and complexity of the data.This thesis presents the systematic analysis and research on the data mining and association rule mining.The algorithm is an algorithm of mining association rules based on matrix.The new algorithm maps the database into a 0-1matrix,computing directly on the matrix and avoiding scanning the database repeatedly.And also extended and utilization the properties of the Apriori,the matrix will be compressed more thoroughly.At the end of the paper,a theoretical analysis and experiment will been given.