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Multi-agent system for computer science and engineering education
- Source :
- Lietuvos Matematikos Rinkinys, Vol 58, Iss B (2017)
- Publication Year :
- 2017
- Publisher :
- Vilnius University Press, 2017.
-
Abstract
- The paper aims to analyse application trends of intelligent multi-agent systems to personalise learning. First of all, systematic literature review was performed. Based on the systematic review analysis, the main trends on applying multi-agent systems to personalise learning were identified. Second, main requirements and components for an educational multi-agent system were formulated. Third, based on these components a model of intelligent personalized system is proposed. The system employs five intelligent agents: (1) learning styles identification software agent, (2) learner profile creation software agent, (3) pedagogical suitability software agent, (4) optimal learning units/scenarios creation software agent, and (5) learning analytics/educational data mining software agent.
Details
- Language :
- English, Lithuanian
- ISSN :
- 01322818 and 2335898X
- Volume :
- 58
- Issue :
- B
- Database :
- Directory of Open Access Journals
- Journal :
- Lietuvos Matematikos Rinkinys
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.0222ad551e624bd38b18bc77daab45cf
- Document Type :
- article
- Full Text :
- https://doi.org/10.15388/LMR.B.2017.10