Font Size: a A A

Analysis Design And Implementation Of The Vocational College’s Educational Administration Management System

Posted on:2014-05-20Degree:MasterType:Thesis
Country:ChinaCandidate:Y D LiFull Text:PDF
GTID:2268330428968947Subject:Software engineering
Abstract/Summary:PDF Full Text Request
In this thesis, as for the association rules of data mining technology,Apriori algorithm has been well analyzed, on the basis of which.its improved algorithm is proposed, and the improved algorithm is illustrated with experimental examples through minimum support for different experiments, the results of the experiment show the advantages of the improved algorithm and the improvement of the efficiency of data mining. Secondly, Changsha Social Work College proposed the actual needs of the background for the new school teaching management system requirements. The Teaching Management system applied B/S structure,NET development techniques and data processing technology. Based on B/S structure, the algorithm is applied to the system, teaching effectiveness is achieved through data mining in order to provide a scientific basis for improving teaching school. The paper’s main work is done as follows:(1) On the Apriori algorithm analysis and improvement. On Apriori algorithm, the paper sums up their deficiencies and offers improvements in the present method, an improved algorithm, the improved algorithm is applied with examples, and then the experimental analysis of algorithms leads to results that are hence compared. Through experimental analysis and comparison, algorithm is proved efficient in mining areas,under the basic framework of overall demand of Changsha Institute of Information, the current school’s academic system deficiencies have been analyzed and the necessity for the system development and feasibility has also analyzed.(2) Teaching management system design and development. Targeting on Changsha Institute of Teaching Management System, the paper conducted a systematic and feasible analysis, so did the overall and detailed design for teaching management system. The system’s main function modules have been developed and realized, thus completing the main module functions of the system.(3) The improved Apriori algorithm is applied to the teaching management system evaluation, the school teaching evaluation data has been mined to explore the effect of influential factors on teaching.providing a scientific basis for the school teaching management system.
Keywords/Search Tags:Data Mining, Association rules, Apriori improved algorithm
PDF Full Text Request
Related items