Increased data storage and management has shifted the focus to most companies now being hardware and software powered specifically for high volume data mining solutions. To increase the value of data mining outcome, companies have now set up data warehouses. The trend has also shifted towards generation of new technology that helps non-technical business staff to use the data mining process. Volume generates more volume — this is the principle for the current data mining operations. There is a trend fir a greater volume of data capture.
Internet and e-commerce has also introduced new formats of data types that are more complex and systematic.
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Access provided by: anon Sign Out. A brief analysis of the key technologies and applications of educational data mining on online learning platform Abstract: With the rapid development of the Internet and communication technology, online education has drawn more and more attention, online learning platforms, on the other hand, store massive learner behavioral data and educational data. How to effectively analyze and utilize the data to improve the quality of online education has become a key issue urgently needed to be solved in the field of big data in education BDE , educational data mining EDM is exactly an effective and practical method and means of applying BDE.
Firstly, the paper introduces the basic concepts of BDE, EDM and online learning platform, and then elaborates on the process of how educational data mining transforms raw data into knowledge. Finally, the key technologies of data mining are classified according to their uses, and gives its application in online education scene.