FUZZY BASED MULTIAGENT SYSTEM IN STEM EDUCATION FOR VIDEO, AUDIO, READ/WRITE AND KINESTHETICS LEARNING ENVIRONMENT (FBMS-VARK)
[1] M.Ramadhevi, [2]Dr. K.L. Shunmuganathan, [3]Dr.S.Rajaprakash,
[1Department of Computer Science and Engineering, Aarupadaiveedu Institute of Technology,
Vinayaka missions University, Chennai-600100, Tamilnadu
[2]DIRECTOR, Professor in Computer Science and Engineering, JAYA ENGINEERING COLLEGE, CTH ROAD, THIRUNINRAVUR, NEAR AVADI, CHENNAI=602024,
[3] Department of Computer Science and, Engineering , Aarupadai veedu institute of technology,
Vinayaka missions University, Tamilnadu.Chennai-600100
Abstract
An intelligent agent is capable of operating in accordance with the environment in order to accomplish a goal. In order for the STEM-based education system to function better with a class of visual, auditory, read-write, and kinesthetic (VARK) learners, decision-based multiagent systems are required. Different decision-based multiagent systems exist, however when cooperative agents are used in a STEM-based VARK system, they are unable to communicate effectively. They operate in a discrete space and need expensive calculation. As a result, the STEM education model developed a fuzzy based multiagent VARK system because of its simple implementation and capability to simulate human reasoning. The outcomes are then contrasted with the probabilities determined by the Kolmogorov-Smirnov test.
Keywords: Multiagent System, STEM, Decision based approach, Fuzzy System, Kolmogorov-Smirnov