Educational data mining: a review of the state of the art

C Romero, S Ventura - … on Systems, Man, and Cybernetics, Part …, 2010 - ieeexplore.ieee.org
Educational data mining (EDM) is an emerging interdisciplinary research area that deals
with the development of methods to explore data originating in an educational context. EDM …

[PDF][PDF] CSCL: An historical perspective.

G Stahl, TD Koschmann, DD Suthers - 2006 - scholarspace.manoa.hawaii.edu
Computer-supported collaborative learning (CSCL) is an emerging branch of the learning
sciences concerned with studying how people can learn together with the help of computers …

Multiparticipant chat analysis: A survey

DC Uthus, DW Aha - Artificial Intelligence, 2013 - Elsevier
We survey research on the analysis of multiparticipant chat. Multiple research and applied
communities (eg, AI, educational, law enforcement, military) have interest in this topic. After …

Analyzing collaborative learning processes automatically: Exploiting the advances of computational linguistics in computer-supported collaborative learning

C Rosé, YC Wang, Y Cui, J Arguello… - International journal of …, 2008 - Springer
In this article we describe the emerging area of text classification research focused on the
problem of collaborative learning process analysis both from a broad perspective and more …

An analysis of student collaborative problem solving activities mediated by collaborative simulations

CJ Chang, MH Chang, BC Chiu, CC Liu… - Computers & …, 2017 - Elsevier
Collaborative problem solving (CPS) is considered as one of the core competencies of the
21st century. Collaborative simulations which allow multiple students to participate in CPS …

[PDF][PDF] Students' employability prediction model through data mining

T Mishra, D Kumar, S Gupta - International journal of applied …, 2016 - researchgate.net
The students' employability is a major concern for the institutions offering higher education
and a method for early prediction of employability of the students is always desirable to take …

An intelligent discussion-bot for answering student queries in threaded discussions

D Feng, E Shaw, J Kim, E Hovy - … of the 11th international conference on …, 2006 - dl.acm.org
This paper describes a discussion-bot that provides answers to students' discussion board
questions in an unobtrusive and human-like way. Using information retrieval and natural …

Can online discussion participation predict group project performance? Investigating the roles of linguistic features and participation patterns

J Yoo, J Kim - International Journal of Artificial Intelligence in …, 2014 - Springer
Although many college courses adopt online tools such as Q&A online discussion boards,
there is no easy way to measure or evaluate their effect on learning. As a part of supporting …

A framework for smart academic guidance using educational data mining

M Mimis, M El Hajji, Y Es-saady, A Oueld Guejdi… - Education and …, 2019 - Springer
The educational recommendation system to provide support for academic guidance and
adaptive learning has always been an important issue of research for smart education. A …

Modelling diffusion in computer-supported collaborative learning: A large scale learning analytics study

M Saqr, S López-Pernas - International Journal of Computer-Supported …, 2021 - Springer
This study empirically investigates diffusion-based centralities as depictions of student role-
based behavior in information exchange, uptake and argumentation, and as consistent …