A conceptual multi-agent framework using ant colony optimization and fuzzy algorithms for learning style detection

• Main Authors: Basheer G.S., Ahmad M.S., Tang A.Y.C.
• Other Authors: 55614274300
• Format: Conference Paper
• Published: 2023
• Subjects: e-Learning; Learner Modeling; Learning Style; Multi-agent System; VARK Learning Style; Algorithms; Ant colony optimization; Database systems; E-learning; Fuzzy logic; Fuzzy sets; Intelligent agents; Multi agent systems; Agent and multi-agent systems; Agent-based framework; E-learning systems; Educational assessment; Educational process; Fuzzy algorithms; Learner modeling; Learner's profile; Multi agent system (MAS); Multi-agent learning; Multiagent framework; New dimensions; On-line learning systems; Recent trends; Search Algorithms; Learning systems
• Institution: Universiti Tenaga Nasional

This paper examines the progress of researches that exploit multi-agent systems for detecting learning styles and adapting educational processes in e-Learning systems. In a summarized survey of the literature, we review and compile the recent trends of researches that applied and implemented multi-a...