Extraction of LMS Student Engagement and Behavioral Patterns in Online Education Using Decision Tree and K-Means Algorithm

Author:

Fernando Raguro Ma.Corazon1,Carpio Lagman Ace1,P. Abad Lalaine1,S. Ong Paul Lawrenz1

Affiliation:

1. Information Technology, FEU Institute of Technology, Philippines

Publisher

ACM

Reference8 articles.

1. El-Halees , A. ( 2008 ) ‘Mining Students Data to Analyze Learning Behavior: A Case Study ’, The 2008 international Arab Conference of Information Technology (ACIT2008) – Conference Proceedings , University of Sfax, Tunisia, Dec 15- 18 , 2008 . El-Halees, A. (2008) ‘Mining Students Data to Analyze Learning Behavior: A Case Study’, The 2008 international Arab Conference of Information Technology (ACIT2008) – Conference Proceedings, University of Sfax, Tunisia, Dec 15- 18 , 2008 .

2. Kalboard 360-E-learning system , http://cloud.kalboard360.com/User/Login#home/index/ (accessed July 31, 2015 ). Kalboard360-E-learning system, http://cloud.kalboard360.com/User/Login#home/index/ (accessed July 31, 2015).

3. Mining Educational Data to Predict Student’s academic Performance using Ensemble Methods

4. Burcu a.m , A path model for analyzing undergraduate students ’ achievement, Journal of WEI Business and Economics- December 2013 ,Volume 2 Number 3. Burcu a.m, A path model for analyzing undergraduate students’ achievement, Journal of WEI Business and Economics-December 2013 ,Volume 2 Number 3.

5. Fayyad , Usama; Piatetsky-Shapiro, Gregory ; Smyth, Padhraic ( 1996 ). " From Data Mining to Knowledge Discovery in Databases" (PDF). Retrieved 17 December 2008. Fayyad, Usama; Piatetsky-Shapiro, Gregory; Smyth, Padhraic (1996). "From Data Mining to Knowledge Discovery in Databases" (PDF). Retrieved 17 December 2008.

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