Based on vectorial space model, BP neural network is introduced to study the mapping relation between the document and classification.The performance of search model is improved in this.

• 在向量空间模型的基础上，引入BP神经网络来学习文档与类别之间的映射关系，对检索分类模型的性能有了一定的改善。