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Predicting students’ satisfaction using a decision tree

  • Vesna SkrbinjekEmail author
  • Valerij Dermol
Original Paper
  • 8 Downloads

Abstract

This research focuses on students’ satisfaction and on how students’ satisfaction relates to their performance and involvement in study activities in the e-classroom. Our research is a case study at the course level of a business and economics study programme at a private higher education institution in Slovenia. The study is based on decision-tree induction, a highly used algorithm in a variety of domains for knowledge discovery and pattern recognition using a data mining approach. The results revealed that students are less satisfied with a course when both the requirements for the involvement in the e-classroom and the workload are both high. Further, the average grade might not be of crucial importance when addressing student satisfaction. In our case, students are much more satisfied with a course when the average grades are high and when the workload is not so elevated and when a part of the workload moves to the e-classroom.

Keywords

Student satisfaction Quality Study activities Student performance Decision tree 

Notes

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Copyright information

© EAIR - The European Higher Education Society 2019

Authors and Affiliations

  1. 1.International School for Social and Business StudiesCeljeSlovenia

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