Research on the Intelligent Distribution System of College Dormitory Based on the Decision Tree Classification Algorithm  

作　　者：Huiping Han Beida Wang 

机构地区：[1]China University of Geosciences(Beijing),Beijing 100083,China [2]School of Earth Sciences and Engineering,Nanjing University,Nanjing 210023,Jiangsu Province,China

出　　处：《Journal of Contemporary Educational Research》2023年第2期7-14,共8页当代教育研究（百图）

摘　　要：The trend toward designing an intelligent distribution system based on students’individual differences and individual needs has taken precedence in view of the traditional dormitory distribution system,which neglects the students’personality traits,causes dormitory disputes,and affects the students’quality of life and academic quality.This paper collects freshmen's data according to college students’personal preferences,conducts a classification comparison,uses the decision tree classification algorithm based on the information gain principle as the core algorithm of dormitory allocation,determines the description rules of students’personal preferences and decision tree classification preferences,completes the conceptual design of the database of entity relations and data dictionaries,meets students’personality classification requirements for the dormitory,and lays the foundation for the intelligent dormitory allocation system.

关 键 词：Intelligent allocation Personal preference Information gain Decision tree classification INDIVIDUALIZATION 

分 类 号：H31[语言文字—英语]