Use of machine learning techniques for educational proposes: a decision support system for forecasting students’ grades

A comparative analysis of machine learning techniques for student retention management

(2010) Dursun Delen   DECISION SUPPORT SYSTEMS

An empirical analysis on auto corporation training program planning by data mining techniques

(2010) W.T. Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of machine learning techniques to analyse student interactions and improve the collaboration process

(2010) Antonio R. Anaya et al.   EXPERT SYSTEMS WITH APPLICATIONS

Educational Data Mining: A Review of the State of the Art

(2010) Cristóbal Romero et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems

(2009) Cristóbal Romero et al.   COMPUTERS & EDUCATION

Dropout prediction in e-learning courses through the combination of machine learning techniques

(2009) Ioanna Lykourentzou et al.   COMPUTERS & EDUCATION

Mining LMS data to develop an “early warning system” for educators: A proof of concept

(2009) Leah P. Macfadyen et al.   COMPUTERS & EDUCATION

Using data mining techniques to automatically construct concept maps for adaptive learning systems

(2009) Shyi-Ming Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Clustering and Sequential Pattern Mining of Online Collaborative Learning Data

(2009) D. Perera et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Implement web learning environment based on data mining

(2009) Qinglin Guo et al.   KNOWLEDGE-BASED SYSTEMS

Mining students’ behavior in web-based learning programs

(2008) Man Wai Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data mining for adaptive learning sequence in English language instruction

(2008) Ya-huei Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Construction and analysis of educational tests using abductive machine learning

(2007) El-Sayed M. El-Alfy et al.   COMPUTERS & EDUCATION

Data mining in course management systems: Moodle case study and tutorial

(2007) Cristóbal Romero et al.   COMPUTERS & EDUCATION

Neural networks and statistical techniques: A review of applications

(2007) Mukta Paliwal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting who will drop out of nursing courses: A machine learning exercise

(2007) Laurence G. Moseley et al.   NURSE EDUCATION TODAY

A personalized English learning recommender system for ESL students

(2006) Mei-Hua Hsu   EXPERT SYSTEMS WITH APPLICATIONS

Course planning of extension education to meet market demand by using data mining techniques – an example of Chinkuo technology university in Taiwan

(2006) Tai-Chang Hsia et al.   EXPERT SYSTEMS WITH APPLICATIONS