DocumentCode
2054675
Title
Course Ranking and Automated Suggestions through Web Mining
Author
Valsamidis, Stavros ; Kazanidis, Ioannis ; Kontogiannis, Sotirios ; Karakos, Alexandros
Author_Institution
Dept. of Electr. & Comput. Eng., Democritus Univ. of Thrace, Xanthi, Greece
fYear
2010
fDate
5-7 July 2010
Firstpage
197
Lastpage
199
Abstract
This paper introduces new metrics for course evaluation. It is also proposes a ranking algorithm that classifies courses based on the previous course evaluation metrics and suggests appropriate actions for course content improvement. The algorithm was tested and verified successfully in data originated from the eClass platform of TEI Kavala.
Keywords
computer aided instruction; data mining; educational courses; TEI Kavala; Web mining; course content improvement; course evaluation metrics; course ranking; eClass platform; Algorithm design and analysis; Classification algorithms; Data mining; Electronic learning; Indexes; Least squares approximation; Measurement; Data analysis; E-learning; Suggestion rules;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Learning Technologies (ICALT), 2010 IEEE 10th International Conference on
Conference_Location
Sousse
Print_ISBN
978-1-4244-7144-7
Type
conf
DOI
10.1109/ICALT.2010.60
Filename
5571245
Link To Document