Title :
Work in progress - programming misunderstandings discovering process based on intelligent data mining tools
Author :
Britos, Paola ; Rey, E.J. ; Rodríguez, Darío ; Garcia-Martinez, R.
Author_Institution :
CAPIS-ITBA, III-FI-UNLP
Abstract :
We present research work in progress that focuses on data mining tools used for helping teachers to apply a three step knowledge discovering process to diagnose studentspsila misunderstandings (and their causes) related to their programming errors.
Keywords :
computer aided instruction; computer science education; data mining; decision trees; intelligent data mining tool; knowledge discovering process; programming misunderstandings discovering process; teachers; Association rules; Bayesian methods; Connectors; Data mining; Decision trees; Iterative algorithms; Learning systems; Logic design; Logic programming; Predictive models; TDIDT algorithms; bayesian networks; data mining; students’ misunderstandings diagnosis;
Conference_Titel :
Frontiers in Education Conference, 2008. FIE 2008. 38th Annual
Conference_Location :
Saratoga Springs, NY
Print_ISBN :
978-1-4244-1969-2
Electronic_ISBN :
0190-5848
DOI :
10.1109/FIE.2008.4720499
