Educational data mining: A review

SK Mohamad, Z Tasir - Procedia-Social and Behavioral Sciences, 2013 - Elsevier
Data Mining is very useful in the field of education especially when examining students'
learning behavior in online learning environment. This is due to the potential of data mining …

Examining students' online interaction in a live video streaming environment using data mining and text mining

W He - Computers in Human Behavior, 2013 - Elsevier
This study analyses the online questions and chat messages automatically recorded by a
live video streaming (LVS) system using data mining and text mining techniques. We apply …

A contextualized, differential sequence mining method to derive students' learning behavior patterns.

JS Kinnebrew, KM Loretz, G Biswas - Journal of Educational Data Mining, 2013 - ERIC
Computer-based learning environments can produce a wealth of data on student learning
interactions. This paper presents an exploratory data mining methodology for assessing and …

A survey on educational data mining and research trends

R Jindal, MD Borah - International Journal of Database …, 2013 - search.proquest.com
Abstract Educational Data Mining (EDM) is an emerging field exploring data in educational
context by applying different Data Mining (DM) techniques/tools. It provides intrinsic …

Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop

R Martinez-Maldonado, Y Dimitriadis… - International Journal of …, 2013 - Springer
Interactive tabletops can be used to provide new ways to support face-to-face collaborative
learning. A little explored and somewhat hidden potential of these devices is that they can …

Using learning analytics to identify successful learners in a blended learning course

S Kotsiantis, N Tselios, A Filippidi… - International Journal of …, 2013 - inderscienceonline.com
In this paper, students' practices while using a Learning Content Management System in a
blended learning environment were examined. This is a case study involving 337 students …

Improving user experience with case-based reasoning systems using text mining and Web 2.0

W He - Expert Systems with Applications, 2013 - Elsevier
Many CBR systems have been developed in the past. However, currently many CBR
systems are facing a sustainability issue such as outdated cases and stagnant case growth …

Student modeling: Supporting personalized instruction, from problem solving to exploratory open ended activities

C Conati, S Kardan - Ai Magazine, 2013 - ojs.aaai.org
The field of intelligent tutoring systems has successfully delivered techniques and
applications to provide personalized coaching and feedback for problem solving in a variety …

Using process mining for understanding learning

P Reimann, K Yacef - Handbook of design in educational …, 2013 - taylorfrancis.com
Modern educational technology has made it easy to record how learners interact with an
application (a hypertext, a problem-solving program, a computer simulation) and with each …

[PDF][PDF] Data mining in the classroom: Discovering groups' strategies at a multi-tabletop environment

R Martinez-Maldonado, K Yacef… - Educational Data Mining …, 2013 - researchgate.net
Large amounts of data are generated while students interact with computer based learning
systems. These data can be analysed through data mining techniques to find patterns or …