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Teaching-Talents Data Mining System Research Based On Web Services

Posted on:2007-12-10Degree:MasterType:Thesis
Country:ChinaCandidate:F F MengFull Text:PDF
GTID:2178360185492552Subject:Software engineering
Abstract/Summary:PDF Full Text Request
The Data Mining is an effective tool to discover the potential association and the pattern from the mass data and make anticipate analysis to it. The data analysis tool may transform "the rich data" into "the valuable knowledge", otherwise the massive data will become "data grave" which include rich data but the poor information.At present nearly all employer abide themselves in the traditional analysis and the statistical stage. How to discover the policy-making significance knowledge from these distributions magnanimous data (for example relations and pattern) ; How to forecast the development tendency in the future according to the existing data;How to analy and mine out useful information from these data to the school talented anagement , becomes question which urgently awaits to be solved. Therefore, the Data Mining has the important theory significance and the practical significance regarding the teacher talents analysis and the management research. The association rule coming from fast accurate mining, may provide the reference and the basis for the leader of the university in carring on the teacher troop construction and the cadre troop construction, enhance the school benefit, thus realize the optimization of the teacher troop and the administrative cadre troop.First, the article introduces the background of the Data Mining, the present situation, the concept and the Data Mining method and the application.Second, it analyzes the question which exists in the practical application , gives out a Data Mining system structure based on the Web Service, allowing for the distribute reason, propose a apriori algorithm distribution realization plan of Data Mining association rule and a optimization plan.For the reason that the data pretreatment is the foundation of the entire mining, without the good standard data, the quality of the mining is unable to...
Keywords/Search Tags:Data Mining, Distributional System, Web Service, Pretreatment of Data, Association Rule
PDF Full Text Request
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