ERIC Number: EJ1285487
Record Type: Journal
Publication Date: 2021
Pages: 21
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1539-3100
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Available Date: N/A
A New Learning Path Model for E-Learning Systems
Ramos, David Brito; Ramos, Ilmara Monteverde Martins; Gasparini, Isabela; Teixeira de Oliveira, Elaine Harada
International Journal of Distance Education Technologies, v19 n2 Article 2 p20-40 2021
This work presents a new approach to the learning path model in e-learning systems. The model uses data from the database records from an e-learning system and uses graphs as representation. In this work, the authors show how the model can be used to represent visually the learning paths, behavior analysis, help to suggest group formation for collaborative activities, and thus assist the teacher in making decisions. To validate the practical utility of the model, the authors created two tools, one to visualize the learning paths and another to suggest groups of students for collaborative activities. Both tools were tested in a real environment, presenting useful results. The authors carried experiments with students from three programs: physics, electrical engineering, and computer science. Experiments show that it is possible to use the proposed learning path to analyze student behavior patterns and recommend group formation with positive results.
Descriptors: Electronic Learning, Models, Graphs, Integrated Learning Systems, Learning Analytics, Grouping (Instructional Purposes), Cooperative Learning, Student Behavior, Computer Science Education, Engineering Education, Physics, Science Education
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
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