Research on the fuzzy model of e-learning based data mining and data mining technology under the environment of cloud computing

摘要

With the rapid development of educational information, especially the popularization of digital campus and online higher education, a large number of software systems have been deployed in the field of education which contain vast amounts of educational information data. E-learning is a pioneer in the education field of the information society at present. When facing such a large amount of educational information data, cloud computing can provide effective infrastructure for data mining, and it can also brings opportunities for data mining service of the public. Cloud computing based platform has become an indispensible part of data mining technology. In this paper, we introduce patterns and applications of e-learning data mining, and a open source framework based on Hadoop is proposed.