中文摘要：

随着信息技术和互联网技术的发展，虚拟学习社区为学习者提供一个开放的学习环境，是满足时代教育要求的强有力的平台，成为学习者网络交流、网络学习的重要手段。如何利用虚拟学习社区来提高学习者的学习效率成为当前研究的热点和重点。本文基于虚拟学习社区，提出一种智能的个性化推荐学习算法，使学习者能够方便、有效、智能、反思性学习，为构建虚拟学习社区提供理论技术支撑，以便更好地指导虚拟学习社区的学习实践。

英文摘要：

With the development of information technology and Internet technology , virtual learning community has become an important means of network communication and network learning .It has become the hot and the key research how to make use of virtual learning community to improve learners ’ learning efficiency .In this paper, a personalized recommendation algorithm with intelligent algorithm is put forward , based on virtual learning community , thus the learners can be convenient , efficient, intelligent, reflective learning, and it provides the theory and technical support for building virtual learning community , in order to better guide for learning practice of virtual learning community .