Aiming at the difficulty of data sparsity in personalized recommendation systems, a new collaborative filtering algorithm using user background information was presented.

• 针对个性化推荐系统中协同过滤算法面对的数据稀疏问题，提出了一种结合用户背景信息的推荐算法。