Title :
The impact of College English Test (CET) on graduates´ salaries using data mining techniques
Author :
Dong Chen ; Aghdam, Atae Rezaei ; Kamalpour, Mostafa ; Sim, Alex Tze Hiang
Author_Institution :
Univ. Teknol. Malaysia, Skudai, Malaysia
Abstract :
English language proficiency continues to be considered essential for students who want to optimize their employment opportunities after graduation. In China, the College English Test (CET) is one of the most important exams, which measures students´ level of English proficiency. This paper focuses on relations between College English Test results and graduates salaries. This was followed by the identification of the main factors affecting the CET results. The study was based on data collected from the Haojing College of Shaanxi University of Science and Technology in China. In this study, association rules mining and classification and regression tree algorithms were chosen to analyze the data. According to the analysis, the results indicate that CET performance plays a key role in graduate income levels. Finally, some strategies will be recommended in order to enhance the quality of English teaching.
Keywords :
data analysis; data mining; educational administrative data processing; educational courses; regression analysis; teaching; CET performance; English language proficiency; English teaching; association rules mining; classification; college English test; data analysis; data mining techniques; employment opportunities; graduate income levels; graduates salaries; regression tree algorithms; Association rules; Educational institutions; Employment; Remuneration; College English Test; English teaching quality; data mining;
Conference_Titel :
Research and Innovation in Information Systems (ICRIIS), 2013 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4799-2486-8
DOI :
10.1109/ICRIIS.2013.6716770