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The Model Design Based On Agent For Web Personal Collaborative Learing System

Posted on:2009-11-21Degree:MasterType:Thesis
Country:ChinaCandidate:Y ChuFull Text:PDF
GTID:2178360245495019Subject:Computer application technology
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The collaborative study which depends on the Internet platform (Collaborative Learning), is changing the traditional way of study .The web-based collaborative learning is becoming one important method that people achieve and renew knowledge. At present, the web-based collaborative learning is the main form of long-distance learning and it has been widely used in the distance learning domain. However, in the implementation of the network teaching there are still many technical problems. Moreover the main body-intelligence degree of the existing Web learning system is low; the existing system lacks to the support of the personal study,which has hindered the individual skill of the users.Accroading to the question that exists in the collaborative Learning , I constructed the intelligent agent model of collaborative Learning which is composed of main control program,student proxy,teaching proxy and the information proxy based on the intelligent agent technology which belongs to the domain of Artificial Intelligence and I discussed emphatically how to effectively realize the personal study by using the machine learning and the data mining method.It can cause the web-based cooperative learning developing along the direction of intelligent and personal. The main work of this article lies in the following several aspects:(1).I constructed one intelligent agent model of cooperation study which is composed of main control program,student proxy,teaching proxy and the information proxy based on the intelligent agent technology which belongs to the domain of Artificial Intelligence.(2).The student proxy which is based on the algorithm of ant swarm intelligence can analysis the users'preference accroding to the curriculum name, curriculum concept, learner's receptivity and the thought deviation ,obtain the different group of collaborative Learning , arouse fully the member's enthusiasm. (3).The teaching proxy which is not only to monitor learner's study behavior, provide the corresponding teaching resources, but also to select the right teaching method based on a fuzzy neural network according the different level of the students, help the learner to complete the study.(4).The information proxy has two functions:it gains automatically the information which the learner needs from the resources of system or Internet;it can intelligently recommend some personal curriculum when the learner needs to search for curriculums having specific concept.
Keywords/Search Tags:Agent, machine learning, data mining, ant swarm Algorithm, personal study
PDF Full Text Request
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