Application Of Data Warehousing And Data Mining In E Government Pdf

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application of data warehousing and data mining in e government pdf

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Not a MyNAP member yet? Register for a free account to start saving and receiving special member only perks. Some of the data mining programs have been withdrawn; some are in operation; some have changed substantially in scope, purpose, and practice since they were launched; and others are still in development.

E-Governance data security

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Data mining is a process of discovering patterns in large data sets involving methods at the intersection of machine learning , statistics , and database systems. The term "data mining" is a misnomer , because the goal is the extraction of patterns and knowledge from large amounts of data, not the extraction mining of data itself. The book Data mining: Practical machine learning tools and techniques with Java [8] which covers mostly machine learning material was originally to be named just Practical machine learning , and the term data mining was only added for marketing reasons. The actual data mining task is the semi-automatic or automatic analysis of large quantities of data to extract previously unknown, interesting patterns such as groups of data records cluster analysis , unusual records anomaly detection , and dependencies association rule mining , sequential pattern mining. This usually involves using database techniques such as spatial indices.

Show all documents Government can provide facilities on behalf of data or information which extract by data mining and keep records in data warehouse. Government can provide over use of ICT. In paper based records a lot of information lie buried useless and unexplored. EMR is handy, useful, need based. Sophisticated, data mining techniques can be applied to EMR data to enable research and new discoveries. EMR can be integrated with e - mail for health education and self-care in diabetes, asthma, CKD, arthritis etc.

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E-government is a modern way that government department provides services for the public. This paper applies data mining technique in e-government construction by taking BHOOMI a project from government of Karnataka for helps to maintain and update the land records data systematically and securely. This can provide the better support for government decision, government department also provides the better services for public and achieves humanist truly. Unable to display preview. Download preview PDF.

Skip to search form Skip to main content You are currently offline. Some features of the site may not work correctly. DOI: Arora and M. Arora , M. Information and Communication Technology plays dominant role in all business undertaken by the government.

Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. Application of Decision Support System in E-Government Abstract: With the extensive application of various e-government systems, the decision support system for e-government DSS for e-government is required urgently. How to construct an effective data platform to provide support for government decision-making is a complicated matter. This paper analyzes the framework of the DSS for E-government firstly, which totally includes four subsystems: data warehouse and its management system, model library and its management system, knowledge library and its management system, and human-computer interaction system. Secondly, the paper puts forward five requirements of data processing in DSS for e-government from different aspects: processing all kinds of government data, integrating heterogeneous data together, centralized processing of various data, finding correlative data timely and high data security.

Applications of Data Mining in e-Governance: A Case Study of Bhoomi Project

A Data Warehousing DW is process for collecting and managing data from varied sources to provide meaningful business insights. A Data warehouse is typically used to connect and analyze business data from heterogeneous sources. The data warehouse is the core of the BI system which is built for data analysis and reporting.

Kalimantan No. Ashari, E. Mocka, B. Velicanu, M.

Large amount of data is generated and disseminated by different government s at various levels of administration. It is important to integrate the different in terms of data sharing so that all s can work under a single controlling authority without repetition of work. It is important to develop a framework for creating a centralized nationwide data warehouse which has horizontal as well as vertical interconnections having limited accessibility at lower level authorities and can be fully accessed at the higher levels. Use of efficient Warehousing and Mining techniques may surely enhance government decision making capabilities. A nationwide warehouse model especially for n context has been proposed.

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Information and Communication Technology plays dominant role in all business undertaken by the government. If all interactions with government can be done.


e-Governance using Data Warehousing and Data Mining

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What is Data Warehouse? Types, Definition & Example

2 Comments

  1. Laurene B. 28.05.2021 at 20:06

    Mining applications [3][25]. Mining E-Governance Data Warehouse. Data warehouse is used for collecting, storing and analyzing. the data.

  2. Rastnakenet1990 29.05.2021 at 15:06

    This Paper deals with scope and use of data warehousing & Data mining in all the dimensions of e-governance like Government to Request Full-text Paper PDF Data Mining in E-Governance Models and Applications.