Research On Data Mining And Its Application

This subject aims at the research on Data Mining and its application. We focus on the details of algorithms on Data Mining and the applications in real estate.Data Mining is a new technology applied to Decision Support System, which has been widely studied since 1990's. As an important step in knowledge discovery, Data Mining is used to find solution to the actual problems and discover the correlation between afairs through statistical algorithms, analysis, synthesis and reasoning on micro,middle and even macro size of data, and even make prediction based on historic data . the technology is a cross discipline, coming down to the knowledge of database,artificial intelligence, statistic and parallel computing, etc. As the eficiency of algorithms has direct efect on the result, we pay more attention to them during our research. In this paper, we first explained the concept of Data Mining in detail, then we focus on association rule mining, which is an important topic in Data Mining, including fundamental algorithms and algorithms of FP-growth arithmetic. Final an example of Data Mining is presented to show the schedule of applicationDuring the study of the subject, I have an all-around understanding about the theory and application of Data Mining through reading bookmaking and papers in this field.Based on the research on algorithms, we realized one example following the workflow of Data Mining, which helps us understand the application of the technology, Data mining is a technology for application, so there are still much knowledge and experience that need to be found in practice.