齐齐哈尔大学学报（自然科学版）
齊齊哈爾大學學報（自然科學版）
제제합이대학학보（자연과학판）
JOURNAL OF QIQIHAR UNIVERSITY(NATURAL SCIENCE EDITION)
2014年
5期
24-28
,共5页
报到率%决策树%模式匹配算法%朴素贝叶斯方法
報到率%決策樹%模式匹配算法%樸素貝葉斯方法
보도솔%결책수%모식필배산법%박소패협사방법
registration rate%decision trees%pattern matching algorithm%Naive Bayesian method
通过介绍数据挖掘的概念和决策树分类方法，论述决策树技术中ID3算法的基本思想和改进方法，并用该算法对高校招生录取数据进行分析，建立基于改进决策树方法的高校招生决策应用研究模型，并运用模式匹配算法及朴素贝叶斯方法进行验证，分析出影响考生报到的潜在因素，为提高报到率提供参考依据。
通過介紹數據挖掘的概唸和決策樹分類方法，論述決策樹技術中ID3算法的基本思想和改進方法，併用該算法對高校招生錄取數據進行分析，建立基于改進決策樹方法的高校招生決策應用研究模型，併運用模式匹配算法及樸素貝葉斯方法進行驗證，分析齣影響攷生報到的潛在因素，為提高報到率提供參攷依據。
통과개소수거알굴적개념화결책수분류방법，논술결책수기술중ID3산법적기본사상화개진방법，병용해산법대고교초생록취수거진행분석，건립기우개진결책수방법적고교초생결책응용연구모형，병운용모식필배산법급박소패협사방법진행험증，분석출영향고생보도적잠재인소，위제고보도솔제공삼고의거。
This article describes the basic idea and the implemental method of the ID3 algorithm in the decision trees technology by introducing the concept of the data mining and the method of decision tree classification, and this algorithm is applied to analyze the data of the student enrollment in colleges and universities. Setting up the applied study-model of the enrolled-students decision for the colleges and universities based on the decision trees method to be improved and using the pattern matching algorithm and the Naive Bayesian method to verify and to analyze the potential factors affecting the registration result, it can be used as the reference basis for increasing the registration rate for colleges and universities.
