Design And Implementation Of Intelligent Wish Filling System For College Entrance Examination

The popularity of high school education makes the number of college entrance examination increase every year.Meanwhile,information asymmetry will make some examinees at a disadvantage,resulting in problems such as low cost performance,low attendance,high repetition rate,postgraduate fever and craze for civil service examinations.In view of these conditions,this paper designs and implements an intelligent system of Wish Filling for college entrance examination,and excavates valuable recommendation information from massive information by studying the personalized needs of users.First,the paper crawls the relevant data of the college entrance examination from the major network platforms and the application of APP platform,and uses the My SQL database to support the data.Secondly,It is found that the needs of examinee users are mainly in three aspects: the first is the historical data query.For the examinees,the historical enrollment data is the main basis for supporting their own decision-making,and is the indispensable module in the system.The second is the Wish Filling,the number of universities is more than 2000,and there are hundreds of majors in recent years.Facing such massive information,examinees are lack of experience and lack of information in making a decision.So,this system provide there recommendation modules by using the algorithms of content-based recommendation and knowledgebased recommendation: recommendation of majors,recommendation of universities,recommendation of universities and majors.The third is a FAQ system.With the rapid application of mobile Internet,more and more people hope that interact quickly and accurately get the information through a more natural way,and automatic question answering system is receiving more and more attention.The system is designed a set of automatic question answering system based on the knowledge base of college entrance examination.Through the text modeling of question library,including the establishment of custom dictionary and stop word dictionary,synonyms expansion,text feature extraction based on word2 vec algorithm,classifier based on XGBoost algorithm,it's used to identify users' intention,map to the types of problems,then generate the answer.Finally,the web page development in this system is realized by Django web development framework,HTML hypertext markup language,Bootstrap front-end framework and so on.design and implementation of intelligent wish filling system for college entrance examination in this paper can avoid a lot of manual work when examinees are doing information screening,and it also provides strong support for examinees' Wish Filling,which has certain practical significance and social significance.