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Design And Implementation Of Teaching Administration System Based On Information Mining

Posted on:2008-01-29Degree:MasterType:Thesis
Country:ChinaCandidate:L L WangFull Text:PDF
GTID:2178360215985619Subject:Communication and Information System
Abstract/Summary:PDF Full Text Request
So far, the research of data mining and network teaching administration system is becoming a tendency. On one hand, as an important part of Digital Campus, network teaching administration system has accumulate a lot of data after many years. These aren't used fully. On another hand, data mining has got a widespread using in finance, insurance and trade, but insufficient in education information and knowledge discovery. To withdraw useful information from magnanimous data, and then server for teaching, research and administration better, this article proposes certain solutions combining with data mining and teaching administration system. Two submodules are designed and realized and the results have been analyzed.This article proposes the main research content, development and technique of data mining. According to the total goal and project requirement, a solution of data mining based on SQL Server is presented, including the data mining method based on anlysis server and the data mining method with DM algorithm based on SQL Server.The functional module design, system function infrastructure, software design, database design and network construction are fully illustrated. The "choosing courses recommend" sub module adopts weighted association rules, and then proposes a measure method to achieve the function of choosing courses. The "teaching evaluation" sub module adopts the fuzzy theory, introduces the designing and achieving process of teaching evaluation. Finally, summarizes had been proposes, problems have been analyzed. This research still has a lot of work to do in future.
Keywords/Search Tags:information mining, choosing courses, weighted association rules, teaching evaluation, fuzzy sets
PDF Full Text Request
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