The Design Of Intelligent Teaching System Based On Data Mining And Implementation

In information age, there are many learning ways, e-learning has become a majorstudy of the way and in the future will also be a main way in addition to classroominstruction. How to improve the teaching level of the network is now an importantresearch. Data mining technology can be found the potential of knowledge that hiddenin a large amount of data, the use of data mining-based teaching systems not only hasgreat theoretical significance also has some practical value.Research on model of teaching system, data mining algorithms in the applicationof teaching and extraction learning features and characteristics of the students. First ofall, systematic analysis of the basic steps and basic methods of data mining, and hasdone a great deal of research on teaching system, then propose the model of teachingsystem based on data mining. Next in the field of education, use of data miningassociation rules and classification algorithms for data collection, characteristics andfeatures of the establishment; through machine learning get new rules to achieveautomatic updates of system and knowledge. According to the specific circumstances ofstudent data, using axis attributes and layers based on the approximate width of themining algorithm to expand the data mining algorithms and improve accuracy andgeneral of rules.Then we analyze the online learning system requirements of the “experimentaldiagnosis” courses, combined with the results of the analysis we present use casediagram of the system, and discuss the overall design of the system which include thedevelopment of environment design, operational environment design, function moduledesign.and we provide a simple flow chart of the system, the database design, drawingthe global E-R graph and designing all of the logical table structure of the system.The final design and implementation of the online teaching system based onMicrosoft SQL Server2000and ASP. So that teachers can online manage students’information, teaching, practice and test questions and study on different levels ofcourses, testing, and other functions. Using the results of data mining, system can givethe suit, more targeted and personality proposals of learning..