Forecast Method of Contagious Disease Base on Web Spatio-Temporal Data Mining

摘要

This paper systematically summarized the theory, method and application of Web Spatio-Temporal data-mining. Firstly, we introduce the theory of web mining and Spatio-Temporal Data Mining. Then, the paper present a approach to forecast contagious disease based on web Spatio-Temporal Data Mining. The approach first forecasts time sequence of target object using statistical principles, then figures out the spatial influence of neighbor objects using a neural network, and finally combines the two forecasting results using linear regression.