ABSTRACT

With the rapid development of science and technology, a large quantity of data has been produced in all daily lives and all fields. These data are not only various but also stored with different types of formats. However, a large amount of useful information and interesting patterns is often hidden in these data sets, but it is usually very time-consuming and complicated for us to obtain this information and patterns if relying on the traditionally existing query technology and statistical methods. Therefore, how to automatically and intelligently dig out valuable information and patterns from these data is a challenging problem to solve. In this case, data mining (DM) technology has emerged, which has attracted attention of many scholars worldwide.