Educational data mining: a review of the state of the art
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 …
with the development of methods to explore data originating in an educational context. EDM …
[PDF][PDF] CSCL: An historical perspective.
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 …
sciences concerned with studying how people can learn together with the help of computers …
Multiparticipant chat analysis: A survey
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 …
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
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 …
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 …
21st century. Collaborative simulations which allow multiple students to participate in CPS …
[PDF][PDF] Students' employability prediction model through data mining
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 …
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
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 …
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 …
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 …
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 …
based behavior in information exchange, uptake and argumentation, and as consistent …