"College Entrance Examination assisted reporting system based on the design and implementation of big data," the paper notes (13)

First, the basic information

Title: Design and Implementation of the College Entrance Examination assisted reporting system based on big data

Time: 2019

Source: Hebei Software Institute

Keywords: College Entrance Examination; data mining; C #; React;

Second, research

1. The main contents

  College Entrance Examination is a complicated systematic project, need to gather information from multiple sources, considering the candidates scores, college enrollment plan, apply heat, prospects for the development of professional, personal interests and the candidates
family situation and other factors. Full article analyzes the various problems that may be encountered in the candidates voluntary reporting process, through big data analysis and data mining, the establishment of a university enrollment information data mining system, and application ASP.NET MVC design pattern, developed on the .NET platform the B / S structure entrance voluntary reporting assistance system, provide institutions / specialized query, with data analysis, Toudang analysis, reporting and other analog functions.

2. The existence of system design issues

  College Entrance Examination assisted reporting system is designed for the needs of the candidates, and thus the first comprehensive analysis of the presence of the candidates in the voluntary reporting process issues:

(1) Information colleges face massive Internet propaganda, candidates lack of rapid and accurate identification screening capability useful information.

(2) the candidates of their own professional orientation is not clear, lack of a clear understanding of professional settings of colleges and universities, the development prospects of professional employment direction.

(3) admission of the target institutions, enrollment plan, the number of candidates, the regional distribution of the lack of data analysis, it appears low scores, exam and other phenomena affect life planning.

  On this basis, the article is designed and developed the College Entrance Examination assisted reporting system. The system consists of the College Entrance Examination assisted reporting system of college enrollment information and data mining systems two functional modules to College and database components.

3. entrance voluntary reporting system assisted design
(1) system function module

(2) data analysis module

  Analysis of two modules are divided into sub-function blocks present professional colleges data analysis and data. Institutions which data analysis module according to the query criteria set by the user name colleges, and other areas where the query from the database to College school in previous years Toudang scores, the number of planned admissions, admission lowest score, taking the highest score, score lots and other information; while the number of planned admissions system based on enrollment information released in previous years, this year of college, apply heat, ranking college entrance examination scores and other information, given Toudang recommended by data analysis model schools built, for your reference. Professional data analysis module can be set by the user based on the name colleges, Area, professional and other target query, the query target schools, professional target enrollment information in previous years, this year in conjunction with the target number of professional enrollment plan, apply heat, such as college entrance examination scores of candidates information, calculate the probability of admission through professional data analysis, model building.

(3) voluntary reporting module

  This module is divided into analysis and simulation voluntary reporting Toudang two sub-modules. Toudang analysis sub-function control line query module provides batch, a sub-period analysis table query and Toudang three functions. Batch control line query input by a user according to provinces, year college batch query admission region. A period of sub-table query based on user input of scores section, year, year of the inquiry, with the number of points in this section of the score, to help the candidates to better position themselves in the college entrance examination ranking. Toudang analysis is mainly based on college entrance examination scores entered by the user, Area, professional expectations and other information for the user to select the recommended admission system through data analysis and calculation of the probability of higher institutions. Simulation voluntary reporting sub-function module is to simulate the College Entrance Examination process to help the candidates to be familiar with reporting system.

(4) Evaluation Center module
 
The module is part of the candidates in the voluntary reporting due to their own professional orientation is not clear and lead to professional choices confused situation for the design, evaluation of the module can effectively help the candidates to more clearly self-understanding, clear career direction, determined to apply professional.

4. Entrance Examination secondary database design

  数据库设计在网站开发建设中具有举足轻重的地位,一个好的网站必然有一个安全、高性能的数据库作为支撑。在考生报考志愿过程中,数据的安全性、有效性、实时性直接关系着考生能否被心仪的学校录取。本系统构建的高考志愿填报数据库以河北教育考试院发布的数据为依托,通过高校招生信息数据挖掘系统获取院校、专业的最新招生信息。表 1 至表 3 为部分数据表的字段定义和说明。

5.高考志愿辅助数据挖掘设计

  高校招生信息数据挖掘系统采用分布式体系结构,以高考志愿填报数据库、普招电子数据、应用编程接口、部分高校网络应用提供的大型数据文件为数据依托,采用分析、预测、关联规则、聚类
等挖掘方法,从大量的、不完全的、模糊的实际应用数据中,发现隐含在其中的院校、专业之间的关系,通过对考生成绩、院校关系、历史录取分数、招生计划等有效信息进行分析、统计、推理,为考生填报志愿提供预测建议。高校招生信息数据挖
掘系统体系结构如图所示:

三、结论

  通过阅读这篇期刊。了解到基于大数据的高考志愿辅助填报系统设计与实现的整个方案。文章介绍的“基于大数据的高考志愿辅助填报系统”综合分析了考生在填报志愿过程中的各项需求,开发了基于 B/S 结构的高考志愿辅助填报系统和高校招生信息数据挖掘系统两大功能模块。应用 C#、React、MySQL、大数据分析、数据挖掘等技术,为考生高考志愿填报提供信息查询、投档分析、模拟填报、报考预测等,具有很好的学习、引用作用。

四、参考文献

[1]许焕新,崔秀艳,李战军基于大数据的高考志愿辅助填报系统设计与实现[J].河北软件职业技术学院,2019.

 

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Origin www.cnblogs.com/blog1175077321/p/11960021.html