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Research On Team Building Platform For Subject Competition

Posted on:2021-05-11Degree:MasterType:Thesis
Country:ChinaCandidate:B LiFull Text:PDF
GTID:2427330605461546Subject:Circuits and Systems
Abstract/Summary:PDF Full Text Request
Subject competition is an extracurricular scientific and technological activity for college students,and it is an excellent mechanism for training innovative talents.There are some differences between the subject competition course and other courses,mainly using students' autonomous learning and fragmented learning.There are also certain requirements for students' ability of information collection and time management during the competition.The traditional centralized teaching seriously restricts the personalized guidance,and the subjective way of team formation is not conducive to the cooperation efficiency of the team members.With the rapid development of Internet technology,using the advantages of network learning platform can give learners rich learning resources and convenient fragmentation,personalized learning.Therefore,how to combine the network platform with the subject competition to improve the students' comprehensive level of competition is worthy of our study.This paper mainly studies team building platform based on subject oriented competition.First of all,this paper studies the teaching method and the existing platform of the subject competition (taking mathematical modeling as an example),and analyzes the shortcomings of this model.The overall requirements of the platform are analyzed and the function of the platform is designed.Then the group user learning model is established according to the CELTS-11 specification,and the ability attribute is subdivided into knowledge familiarity.The collaboration ability and information collection ability meet the basic ability requirements of subject competition.Then we use migration learning to solve the problem of sparse platform data.In the aspect of learning resource recommendation,Group Learning Generation Network is used to group recommendation for members.Finally,in Eclipse environment,we use Spring+Spring MVC+Mybatis architecture to complete the research and development of team platform,and realize the functions of competition project management,group collaborative learning,learning sharing,online programming,event recommendation,Learning Resource Recommendation and so on.It basically meets the needs of the team and the instructor in learning,communicating and participating in all aspects of the team platform.The system has been tested many times,and its main function has basically reached the preset goal.The goal of the platform is to improve the comprehensive ability of the team members,and to provide an efficient collaborative working environment.In the aspect of competition guidance,you can also choose teachers who meet the personality of the group to guide the competition and realize the personalized needs of guidance.Considering that the number of platform users will continue to increase,the next research will use big data computing model to reduce the platform computing time,and further solve the cold start problem of grouping algorithm.
Keywords/Search Tags:Transfer learning, domain adaptation, group recommendation, personalized recommendation, collaborative learning
PDF Full Text Request
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