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Sha, Lele; Rakovic, Mladen; Li, Yuheng; Whitelock-Wainwright, Alexander; Carroll, David; Gaševic, Dragan; Chen, Guanliang – International Educational Data Mining Society, 2021
Classifying educational forum posts is a longstanding task in the research of Learning Analytics and Educational Data Mining. Though this task has been tackled by applying both traditional Machine Learning (ML) approaches (e.g., Logistics Regression and Random Forest) and up-to-date Deep Learning (DL) approaches, there lacks a systematic…
Descriptors: Classification, Computer Mediated Communication, Learning Analytics, Data Analysis
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Prestridge, Sarah; Exley, Beryl; Pendergast, Donna; O'Brien, Mia; Cox, Deniese; Schmid, Mirjam – Journal of Technology and Teacher Education, 2021
With the increase in distance and online teaching for mainstream schooling contexts, the advocacy of using a virtual world as a teaching and learning place has accelerated. Currently, there is no empirical evidence revealing the pedagogical elements defining teacher practices in virtual settings. This article reports on an exploratory study which…
Descriptors: Teaching Methods, Online Courses, Distance Education, Computer Simulation
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Wang, Yuping – CALICO Journal, 2004
This article provides a report on NetMeeting as an appropriate fourth-generation tool for interactive language learning in distance mode. It follows on earlier research by Wang and Sun (2000, 2001) on the most urgent problem facing distance language education--lack of provision of oral-visual interaction and the emergence of a fourth-generation…
Descriptors: Chinese, Classification, Evaluation Criteria, Interaction
Barnes, Tiffany, Ed.; Desmarais, Michel, Ed.; Romero, Cristobal, Ed.; Ventura, Sebastian, Ed. – International Working Group on Educational Data Mining, 2009
The Second International Conference on Educational Data Mining (EDM2009) was held at the University of Cordoba, Spain, on July 1-3, 2009. EDM brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large data sets to answer educational research questions. The increase in instrumented…
Descriptors: Data Analysis, Educational Research, Conferences (Gatherings), Foreign Countries
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers