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Research On Application Of Data Mining Technology In The Teaching Evaluation System

Posted on:2014-11-02Degree:MasterType:Thesis
Country:ChinaCandidate:Y X ZhouFull Text:PDF
GTID:2298330422981458Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
The teaching evaluation processing is the activity message that the evaluators get fromevaluation targets. It is also the processing made by the specific evaluation organizationanalysis, statistics and concludes in evaluation information, then feedbacks the result ofevaluation to school administrative department finally. Data analysis is the processing byutilizing the Data mining tools to identify effective, potential and intelligible mode. Based onthe Web technical information system has many advantages, such as low cost, scalability, easymanagement, easy maintenances, and so on. It is the best way of achieving informatization.This paper attempts to marry the newest Rich Internet Application (RIA) Flex with the Java2Platform Enterprise Edition (J2EE), and achieves a combination of teaching evaluationinformation management system. The data mining has been used for analysising andprocessing data, in order to making the teaching evaluation result morescientific, objective and fair. the characteristics of the university have been considered to meetthe requirement of evaluate teachers’teaching quality. This Paper introdues Data Mining andits relevant conception and it also studies data mining technology and cluster algorithmsmainly dealing with the approaches of cluster algorithms and its improved algorithmicmethods and succeeds in carrying out that calculation in the teaching qualitye valuation datamining system. Design and implementation of an information management system. In the last,the cluster algorithmic has been called for data mining.This Paper collects The Guangzhou International Economics College’s last six semesterteaching evaluation result, The data mining has been used for analysising and processing data,in order to finding the influencing factor—course factor, the influencing factor has beenassessment, and it’s called “Impact factor”, through the “Impact factor”, we can shield thecourse factor, and make the teaching evaluation result more scientific, objective and fair. Inthe end, the thesis carried on the summary to the whole system, and pointed out the shortageand the future work.
Keywords/Search Tags:Data Mining, Teaching Evaluation, Cluster
PDF Full Text Request
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