| 基于大数据的社会治理数据集成及决策分析方法 |
| 洪之旭1, 陈浩2, 程亮3 |
| 1. 泰华智慧产业集团股份有限公司, 济南 250101; 2. 济南市市中区发展和改革委员会, 济南 250001; 3. 九三学社济南市委员会, 济南 250012 |
| Social governance data integration and decision analysis method based on big data |
| HONG Zhixu1, CHEN Hao2, CHENG Liang3 |
| 1. Telchina Smart Industry Group Co., Ltd., Jinan 250101, China; 2. Shizhong District of Jinan City Development and Reform Commission, Jinan 250001, China; 3. Jinan City Commission of Jiu San Society, Jinan 250012, China |
摘要:
| |||
| 摘要为解决社会治理分布式数据集成复杂和数据分析可视性弱的问题，该文提出一种分布式数据集成及可视化应用方法。该方法基于大数据处理模式，将分散在不同网络路由的数据库数据接入、抽取和集成，进行挖掘分析，增强数据动态描述和Web可视化能力，提供面向服务的智慧化社会治理决策分析与应用。在此基础上设计开发了一个原型系统并进行了试用。实验结果表明：该方法提升了数据集成的实时性、安全性、准确性和数据分析的可视化，且比传统模式更加简化。 | |||
| 关键词 ：社会治理,数据集成,决策分析,大数据,智慧化 | |||
| Abstract：This paper presents distributed data integration and visualization methods for distributed data integration for complex social governance data sets which have weak data analysis. The enhanced dynamic data description and Web visualization capabilities facilitate service-oriented intelligence society governance decision analyse using the large data processing mode to access, extract, integrate, and mine scattered data in different network routing databases. This paper presents a prototype system with trial evaluations. The results show that this method enhances real-time data integration, security, accuracy and data analysis visualization, and is more streamlined than the traditional model. | |||
| Key words：social governancedata integrationdecision analysisbig datasmart | |||
| 收稿日期: 2016-06-30 出版日期: 2017-03-25 | |||
| |||
| 引用本文: |
| 洪之旭, 陈浩, 程亮. 基于大数据的社会治理数据集成及决策分析方法[J]. 清华大学学报（自然科学版）, 2017, 57(3): 264-269. HONG Zhixu, CHEN Hao, CHENG Liang. Social governance data integration and decision analysis method based on big data. Journal of Tsinghua University(Science and Technology), 2017, 57(3): 264-269. |
| 链接本文: |
| http://jst.tsinghuajournals.com/CN/10.16511/j.cnki.qhdxxb.2017.26.007或 http://jst.tsinghuajournals.com/CN/Y2017/V57/I3/264 |
图表:
 |
| 图1 设计模型结构 |
 |
| 图2 平台技术架构 |
 |
| 图3 数据集成处理结构 |
 |
| 图4 数据处理模型构建结构 |
 |
| 图5 算法实现 |
 |
| 图6 平均响应时间测试结果 |
参考文献:
| [1] | 张宇, 蒋东兴, 刘启新. 基于元数据的异构数据集整合方案[J]. 清华大学学报(自然科学版), 2009, 49(7):1037-1040. ZHANG Yu, JIANG Dongxing, LIU Qixin. Metadata-based integration scheme for heterogeneous datasets[J]. J Tsinghua Univ (Sci and Tech), 2009, 49(7):1037-1040. (in Chinese) |
| [2] | 宋越, 左群超, 牛海波, 等. 国家基础地质数据库整合与集成基本技术框架[J]. 中国矿业, 2016, 25(6):154-157.SONG Yue, ZUO Qunchao, NIU Haibo, et al. National geological database consolidation and integration of the basic technical framework[J]. China Mining Mageazine, 2016, 25(6):154-157. (in Chinese) |
| [3] | 洪亢基. 人口信息共享与业务协同[J]. 中国信息化, 2013, 5:66-67.HONG Kangji. Population information sharing and business collaboration[J]. Information of China, 2013, 5:66-67. (in Chinese) |
| [4] | 董燕. 中央监测资源集成平台的软件架构设计思路[J]. 广播与电视技术, 2007, 34(11):105-108.DONG Yan. Software architecture design ideas of central monitoring resource integration platform[J]. Radio and TV Monitoring, 2007, 34(11):105-108. (in Chinese) |
| [5] | 陈如明. 大数据时代的挑战、价值与应对策略[J]. 移动通信, 2012, 36(17):14-15.CHEN Ruming. Challenge, value and coping strategie of big data era[J]. Mobile Communications, 2012, 36(17):14-15. (in Chinese) |
| [6] | 赵利强, 于涛, 王建林. 基于SQL数据库的过程数据压缩方法[J]. 计算机工程, 2008, 34(14):58-62.ZHAO Liqiang, YU Tao, WANG Jianlin. Process data compression method based on SQL database[J]. Computer Engineering, 2008, 34(14):58-62. (in Chinese) |
| [7] | 柳萌萌, 赵书良, 陈敏, 等. 多尺度管理规则挖掘的尺度上推算法[J]. 计算机应用研究, 2015, 32(10):2924-2929.LIU Mengmeng, ZHAO Shuliang, CHEN Min, et al. Scaling-up mining algorithm of multi-scale association rules mining[J] Application Research of Computers, 2015, 32(10):2924-2929. (in Chinese) |
| [8] | 孟祥旭, 李学庆. 人机交互技术——原理与应用[M]. 北京:清华大学出版社, 2004.MENG Xiangxu, LI Xueqing. Human-Computer Interaction Techniques-Principles and Applications[M]. Beijing:Tsinghua University Press, 2004. (in Chinese) |
| [9] | 孙祖汉. 基于OKApi可视化RESTful服务组合建模研究与实现[D]. 杭州:浙江大学, 2016.SUN Zuhan. OKApi Visualization RESTful Service Composition Modeling and Implementation[D]. Hangzhou:Zhejiang University, 2016. (in Chinese) |
| [10] | 何廷润. 以数据为中心的智慧城市信息体系架构研究[J]. 移动通信, 2013, 37(21):13-17.HE Yanrun. Wisdom city information architecture research of data-centric[J]. Mobile Communications, 2013, 37(21):13-17. (in Chinese) |
| [11] | 张晶, 张云生. 基于XML的实时数据一致性描述与查询处理[J]. 计算机工程, 2007, 33(10):52-54.ZHANG Jing, ZHANG Yunsheng. XML-based real-time data uniform description and query processing[J]. Computer Engineering, 2007, 33(10):52-54. (in Chinese) |
| [12] | Liu M, Ling T W. Towards declarative XML querying[C]//Proc 3rd International Conference on Web Information Systems Engineering. Singapore:IEEE Press, 2002:127-136." |
相关文章:
|
