基于ANFIS的移动学习资源自适应呈现模型研究

Research of Mobile Learning Resources Adaptive Presenting Model Based on ANFIS

移动学习资源呈现方式合理与否直接影响着移动学习者的学习积极性和学习效率，文章在分析移动学习资源呈现方式影响因素基础上，提出了基于学习者的学习位置、学习需求、网络速率以及设备电量等情景因素组成的移动学习资源自适应呈现函数和呈现模型，并采用模型训练与测试方法验证其可行性和有效性。

Mobile learning resource presenting is reasonable or not directly affects the mobile learners' learning enthusiasm and learning efficiency. Mobile learning resource adaptive presenting function which is composed of learning loaction ,learning need,network rate and device battery of learner is proposed based on analyzing influencing factors of mobile learning resources in this paper.Then mobile learning resource adaptive presenting model based on ANFIS is constructed. Lastly the feasibility and effectiveness of research work of this paper is verified by using model training and testing method.