DocumentCode
145712
Title
Decision tree based students´ grades analysis
Author
Mujkic, Admir ; Boban, Ivan ; Dugandzic, Ivan ; Bijedic, Nina
Author_Institution
Fac. of Inf. Technol., Univ. "Dzemal Bijedic", Mostar, Bosnia-Herzegovina
fYear
2014
fDate
23-25 Jan. 2014
Firstpage
133
Lastpage
136
Abstract
A decision tree is a technique of modeling algorithm for solving classification and prediction problems. The data collected on students and their proficiency as input parameters for the study classifies and predicts outcome for students who will take the exams in the future. The study establishes a correlation between cases as a relationship or correlation between different phenomena represented by values of two variables. Decision tree as a model for classification is presented in the case of predicting the outcome of exams.
Keywords
decision trees; educational administrative data processing; pattern classification; decision tree; student grade analysis; student outcome classification; student outcome prediction; student proficiency; Blood pressure; Correlation; Data mining; Decision trees; Information technology; Input variables; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Applied Machine Intelligence and Informatics (SAMI), 2014 IEEE 12th International Symposium on
Conference_Location
Herl´any
Print_ISBN
978-1-4799-3441-6
Type
conf
DOI
10.1109/SAMI.2014.6822392
Filename
6822392
Link To Document