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Enhancing e-governance using data mining tools and techniques

机译:使用数据挖掘工具和技术增强电子政务

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摘要

With the influx of digital India movement, our country is equipped with strong digital infrastructure. In today's scenario, Government provide services to common people at their doorsteps through e-governance. Efficiency of government services can be enhanced through the use of ICT. The delegation of e-governance projects is channelized from central to state level and then to Gram Panchayats. Funds disbursed and the fund utilized for different projects are present in digital format at every level. After deploying the projects, there is a need to analyze the data stored at various levels. The effectiveness of government projects can be analyzed by applying various data mining tools and techniques. Data mining helps to extract hidden patterns from large pool of data. The aim of this research is to analyze the e-Governance data to measure the efficiency of different government schemes. Data mining techniques are used to analyze the data acquired from MNREGA (Mahatma Gandhi National rural employment guarantee act) and SBM (Swachh Bharat Mission) projects. The proposed approach of data mining can be helpful for the government to further analyze other public beneficiary schemes.
机译:随着数字印度运动的涌入,我国拥有了强大的数字基础设施。在当今的情况下,政府通过电子治理为普通民众提供服务。通过使用信息通信技术,可以提高政府服务的效率。电子政务项目的授权从中央到州再到格兰克潘查亚特。支出的资金和用于不同项目的资金以数字格式显示在每个级别。部署项目后,需要分析存储在各个级别的数据。可以通过应用各种数据挖掘工具和技术来分析政府项目的有效性。数据挖掘有助于从大量数据中提取隐藏模式。本研究的目的是分析电子政务数据,以衡量不同政府计划的效率。数据挖掘技术用于分析从MNREGA(圣雄甘地国家农村就业保障法案)和SBM(Swachh Bharat任务)项目获得的数据。所提出的数据挖掘方法将有助于政府进一步分析其他公共受益人计划。

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