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Construction and Analysis of a Decision Tree-Based Predictive Model for Learning Intervention Advice
Chenglong Wang – Turkish Online Journal of Educational Technology - TOJET, 2024
The rapid development of education informatization has accumulated a large amount of data for learning analytics, and adopting educational data mining to find new patterns of data, develop new algorithms and models, and apply known predictive models to the teaching system to improve learning is the challenge and vision of the education field in…
Descriptors: Decision Making, Prediction, Models, Intervention
Lim, Janine; Hall, Barbara M.; Jeong, Allan C.; Freed, Shirley – Quarterly Review of Distance Education, 2017
This study explores the combination of course structure, prompt type, and characteristics of discussion posts and their relationships with intersubjectivity. A content analysis measured the intersubjectivity of peer responses by analyzing the interaction analysis model (IAM) phase of each post and comparing with the IAM phase of the previous post.…
Descriptors: Online Courses, Content Analysis, Comparative Analysis, Statistical Analysis
Persico, Donatella; Pozzi, Francesca; Sarti, Luigi – Distance Education, 2010
Monitoring the learning process in computer supported collaborative learning (CSCL) environments is a key element for supporting the efficacy of tutor actions. This article proposes an approach for analysing learning processes in a CSCL environment to support tutors in their monitoring tasks. The approach entails tracking the interactions within…
Descriptors: Cues, Learning Activities, Learning Strategies, Learning Processes
Khan, Badrul, Ed. – Information Science Publishing, 2007
Flexible Learning in an Information Society uses a flexible learning framework to explain the best ways of creating a meaningful learning environment. This framework consists of eight factors--institutional, management, technological, pedagogical, ethical, interface design, resource support, and evaluation--and a systematic understanding of these…
Descriptors: Educational Environment, Learning, Satisfaction, Student Surveys
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