计算机技术与发展2018，Vol.28Issue(5)：73-76,4.DOI:10.3969/j.issn.1673-629X.2018.05.017
自适应学习系统中"KCP学习者模型"研究
Research on"KCP Learner Model"in Adaptive Learning System
摘要
Abstract
In order to solve the problem of accuracy,abundance and dynamic customization of push learning resources in adaptive learning system,we propose a"KCP learner model"and applies it to an adaptive learning system to improve the learning effect of the adaptive learning system.First of all,the"KCP learner model"is designed,which mainly includes learners' knowledge level,cognitive ability and learning preference information.Secondly,the abstract"KCP learner model"is quantified,and the eigenvalues is used to reflect the learn-er's learning characteristics,which is convenient for the adaptive learning system to better recognize the learners' learning characteristics and make the adaptive learning system push improve the efficiency of adaptive learning.Finally,the adaptive learning system using the"KCP learner model"and the traditional adaptive learning systemare are compared and analyzed in two dimensions of customer satisfac-tion and learner test scores,and it is proved that the adaptive learning system with"KCP learner model"has the effect of improving learning.关键词
自适应/资源推送/KCP/学习者模型Key words
adaptive/resource push/KCP/learner model分类
信息技术与安全科学引用本文复制引用
李春生,张永东,刘澎,张可佳..自适应学习系统中"KCP学习者模型"研究[J].计算机技术与发展,2018,28(5):73-76,4.基金项目
黑龙江省自然科学基金面上项目(F2015020) （F2015020）
黑龙江省教育科学规划课题(GJ20170006) （GJ20170006）
