The theory researching in this paper is the base of time-series data prediction model KDD-based, and realization of the algorithms have highly practicality value of the prediction model construction.

• 本文的理论研究为基于知识发现的时序数据的预测模型研究打下了理论基础，算法的实现对预测模型的构建具有很高的实用价值。