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Based On Analysis Of Learner Characteristics Personalized Learning Support System

Posted on:2010-01-25Degree:MasterType:Thesis
Country:ChinaCandidate:Z W SunFull Text:PDF
GTID:2207360272499846Subject:Information Science
Abstract/Summary:PDF Full Text Request
The personalized learning support program take the networking and the artificial intelligence technology as the foundation, in the breakthrough traditional education the region and the time limit, through to learner's characteristic analysis, provides for the learner conforms to its individuality characteristic learning instruction, guides the learner to carry on the knowledge construction highly effective.The paper take constructs the principle theory of learning as a foundation and take the learner characteristic analysis as the center,It has studied the learner model, the personalized learning support program model, the personalized learning material's production and so on, the prime task lies in:The analysis network learning characteristic, constructs the learner model; Studies the learner characteristic parsing technique, gains learner's comprehensive characteristic information; Through traces learner's behavior process, under the implicit way gathers the learner characteristic information; The research judges the learner respective characteristic category based on the coordination filtration's method to complete the preliminary personalized learning recommendation; Finally, further macroscopically guides the learner to carry on the learning according to the knowledge logical organization order, when a single knowledge learning, the recommendation learning material for the learner free choice, raises the learning efficiency. Through the above research work basic solution personalization study support program in each part of key technologies question.
Keywords/Search Tags:The Learner Model, The Learner Characteristic, Collaborative Filtering, Personalization Learning Recommendation, ISM
PDF Full Text Request
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