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Reasearch On The Data Analysis For College Entrance Examination Application Form Filling

Posted on:2012-05-07Degree:MasterType:Thesis
Country:ChinaCandidate:H J YangFull Text:PDF
GTID:2218330332495488Subject:Education Technology
Abstract/Summary:PDF Full Text Request
The reform of college entrance examination application form filling mechanism is the important part in the reform of higher education admission system, its research has become one of educational circles in recent years a little bit hot. Aim at the mechanism of "the first wish have the initiative" results in "the high mark is low" or" the high mark falls in examination" of not reasonable phenomenon, each province continuously adopted "the parallel wish reporting mechanism", and" college entrance examination application form filling mechanism of known points after completing the examination"...etc. new measure. The implementation of new mechanism has to include homologous theories and support of the data, therefore carrying on a possibility research to it is very necessary.Game theory is a theory of study mutual dependence, mutually influence of the rational decision behavior of the decision corpus and these decision of balanced result. The game characteristic that according to college entrance examination application form filling, the adoption game theory to carry on research of theory to college entrance examination application form filling mechanism one in recent years is a little bit hot.Along with the quick development of computer technique, database technique and network technique, each trade acted in the backlog a great deal of data in the business, how find out a latent and worthy information from these data, is becoming the research contents of data mining.In college entrance examination application form filling every year, the examinee wish data of each province is up to millions, these data scales are huge and contain abundant decision information and knowledge. The adoption data scoops out a technique to carry on excavation analysis to it, can give supported to the current reporting mechanism of wishes with data.This paper with data analytical technique for means, carry on demonstration to the theories research result of college entrance examination application form filling mechanism, and design a data analysis system with improved hybrid arithmetic of artificial fishes and FCM for higher education admission office of province level. The concrete research work has a few following aspects:1. To domestic adoption of various the application form filling mechanism of college entrance examination to carry on analytical argument. 2. Carry on an improvement to the basic artificial fishes algorithm(AFSA).Expect to operate a speed slow characteristics after aiming at that calculate way, Add the concept of center position of the current subgroups to Bulletin Board; Improve prey, swarm and follow three kinds of behavior patterns. Attain the decrease calculate way Die generation for time, raise the purpose of calculate way efficiency.3. Carry on an improvement to the basic FCM algorithm.According to the data of examinee wish is huge and the result of data analysis is requested high accuracy, FCM algorithm's efficiency are usually affect on the initial center position, use mixed algorithm by FCM and the AFSA, adopt improved artificial fishes algorithm to calculate initial center position of clustering to FCM algorithm, raise FCM algorithm's efficiency of looking for excellent.4. develop an examinee wish data analysis system for higher education admission office of province level, Carry on a analysis to Henan province's wish data in 2010, demonstrate the rationality of parallel wish and know point after examine mechanism adopted by Henan province in 2010 from the data.
Keywords/Search Tags:College Entrance Examination Application Form Filling Mechanism, Game Theory, Data Analysis, Artifical Fish Swarm Algorithm, FCM Algorithm
PDF Full Text Request
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