智慧学习视角下个性化在线学习系统设计与应用

Research on Personalized Learning System under the Perspective of Smart Learning

智慧学习是当代教育信息化的新发展，个性化在线学习系统是实现智慧学习的一种有效途径。从智慧学习视角出发，依托学习分析技术，构建云环境下的个性化在线学习系统，以实现技术与教学的深度融合，实现因材施教。该文在智慧学习、学习分析技术等理论与方法基础上，探讨了利用学习分析技术实现个性化学习的思路；进而阐述了系统功能架构，实现目标及相应的技术方法；构建了能分析学习者学习行为和知识状态，按需推送合适的学习资源，并提供适时的学习干预的个性化在线学习系统；并以大学《C语言课程设计》为案例，评估系统效用。

Smart learning is the new demands of contemporary education informationize. The personalized learning system is to implement a way to learn wisdom. Learn from smart learning perspective， relying on learning analysis technology， build a cloud environment personalized learning system， in order to realize the depth of the technology and teaching integration， realize to teach student in accordance of their aptitude. Based on the theory and methods of smart learning， learning analysis technology， the thesis discusses the idea of realizing the personalized learning; Then elaborated the system function structure， achieve the goal and the corresponding technical methods; It build the personalized learning system which can analysis the state of learners’ learning behavior and knowledge， according to the need to push the appropriate learning resources， and provide timely intervention. And in the final section， introduces the application of “C language program design” as a case.