基于数据挖掘的煤矿安全可视化管理模型及图元体系研究

项目名称： 基于数据挖掘的煤矿安全可视化管理模型及图元体系研究

项目编号： No.61471362

项目类型： 面上项目

立项/批准年度： 2015

项目学科： 无线电电子学、电信技术

项目作者： 谭章禄

作者单位： 中国矿业大学（北京）

项目金额： 50万元

中文摘要： 安全是煤矿的一道生命保障线，可视化管理能够有效提高信息资源认知效用和利用效率，提高煤矿安全效率，减少事故发生率。本课题结合现代信息技术，从知识可视化和展示可视化两个角度，研究煤矿安全可视化管理模型及图元体系。在构建煤矿安全可视化管理理论体系的基础上，从知识可视化角度，运用数据挖掘技术，研究煤矿安全数据的集成方法，对象属性分类以及数据挖掘方法和算法设计，从而构建煤矿安全可视化管理模型；在此基础上，从展示可视化角度，构建煤矿安全可视化管理图元体系，并运用认认知心理学，分析煤矿安全可视化方式及效用。本课题的研究推动了可视化管理理论的形成，对煤矿安全可视化管理的实现起到了一定的借鉴意义。

中文关键词： 可视化管理；信息系统建模；煤矿安全；图元体系；数据挖掘

英文摘要： Security is a life line for coal mine. Visualization management can improve the effectiveness and cognition efficiency of information resources. In practice, it can enhance the efficiency of mineral safety and reduce accident rates. Combining with modern information technologies, this proposed project, from the perspective of knowledge visualization and exhibition visualization, studies visualization management and graphic primitive system of mineral safety. Based on the construction of visualization management system of mineral safety, this proposed project, from the view of the knowledge visualization, considers integration methods of mineral safety data, object attributive classification as well as data mining method and algorithm design using data mining technoledgy. On this basis, we build graphic primitive system of visualization management of mineral safety from exhibition visualization aspects, and analyse its pattern and utility appling cognitive psychology. At the same time, this proposed project would promote the formation of the theory of visualization management, and is of certain reference significance to the realization of the visualization management of mineral safety.

英文关键词： visualization management;information system modeling;coal mine safety;graphic primitive system;data mining