Research On Smart Management System Of Web-based Remote Experiment

In order to solve the problem of lacking of intelligence in the current web-based remote experiment system,a smart management system of web-based remote experiment based on Multi-agent technology is designed and implemented,according to the idea of“artificial Intelligent + web-based remote education”.This system realizes the smart experiment teaching service for student,and the smart experiment teaching service includes knowledge level evaluation,personalized experiment recommendation,collaborative team learning,etc.A smart Teaching Multi-agent System based on the hybrid allied architecture is proposed,in order to make the web-based remote experiment system more intelligent.The Teaching Multi-agent System is composed of three different member agents: Student Agent,Teacher Agent and Co-Agent(Collaboration Agent).For Student Agent,a knowledge level evaluation method based on fuzzy set and a method of adaptive testing is used;for Teacher Agent,a method of personalized experiment recommendation based on experiment knowledge level is designed,which can realize Teacher Agent personalized experiment recommendation according to the knowledge level which is given by Student Agent;for the Co-agent,a method of making collaborative experiment team is designed.In this paper,a demonstration sample of the smart management system of web-based remote experiment is developed based on JADE platform and Java Web technology.The development environment,key technology and the design of database are shown.Finally,this paper provides a demonstration sample of the smart management system of web-based remote experiment,and that illustrate the system have the smart experiment teaching service ability,such as personalized experiment recommendation,the evaluation of knowledge level and construction of collaborative experiment team.