中文摘要：

为了科学预测与评估煤矿采动引起的建筑物采动损害程度，在系统分析建筑物采动损害影响因素的基础上，基于支持向量机理论，利用矿区典型建筑物采动损害案例，首次建立了煤矿开采影响下建筑物采动损害程度的支持向量机预测模型，并测试了该模型的可行性和可靠性。研究成果可为建筑物采动损害预测提供一条新的技术途径。

英文摘要：

In order to scientifically predict and evaluate the mining-induced building damage degree in the coal miningarea, a prediction model for the mining-induced building damage degree based on the support vector machine(SVM) was builton the basis of the systematical analysis of the influence factors of the mining-induced building damage and by using the damagecases of the typical buildings in coal mining areas, and the feasibility and reliability of this model were tested. This researchresult can provide a new technical way for the prediction of the mining-induced building damage.