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.

关键词： Web Spatio-Temporal Data Mining Contagious Disease DRNX ARMA

作者: Xu Hexin Yang Min Huang Hongyang

作者单位: School of Software Engineering Sichuan University Chengdu, China School of Software Engineering Sichuan University Chengdu, China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Computer Engineering and Applications(2011第三届计算机工程与应用国际会议 ICCEA2011)

会议地点: 海口

会议语种:英文

页码: 675-677

在线出版日期: 2011-07-15（万方平台首次上网日期，不代表论文的发表时间）