Big data driven e-government framework in Nigeria
| Autor: | Kolajo Taiwo, Virginia E. Ejiofor, Emeka Ogbuju, Moses Okechukwu Onyesolu |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2019 |
| Předmět: |
Government
National security Knowledge management business.industry Corporate governance Sentiment analysis Big data ComputingMilieux_LEGALASPECTSOFCOMPUTING 02 engineering and technology E-governance big data data e-government e-governance framework hadoop sentiment analysis Open data 020204 information systems 0202 electrical engineering electronic engineering information engineering General Earth and Planetary Sciences 020201 artificial intelligence & image processing business Government operations General Environmental Science |
| Zdroj: | Bayero Journal of Pure and Applied Sciences; Vol 11, No 2 (2018); 252-259 |
| ISSN: | 2006-6996 |
| Popis: | Many nations of the world are employing the use of big data in e-government for integrated policy making. However, in Nigeria, data-driven decision making is still a challenge due to lack of a centralized framework that can integrate different silo data centers for insightful and evidence- based governance. The paper proposes a big data-driven e-government framework for e- governance operations. The framework was designed in the Nigerian context using big data mechanisms. It was tested with an experiment that performed a sentiment analysis to uncover the opinion of the masses on selected agencies in order to help policy making. This was done with datasets collected from the social media handles of two (2) government agencies – the Nigerian police force and the Nigerian army. The results uncovered the actual opinions of the populace concerning both agencies as it regards national security. The framework promises a host of benefits such as centralized data entry point for governance, data harvesting system, seamless integration and collaboration of government operations and an easy application of open data policy. The paper concludes with four (4) recommendations which the government of any developing nation can imbibe for results-oriented e-governance and increase the quality of service to citizens and businesses. Keywords: big data, data, e-government, e-governance, framework, hadoop, sentiment analysis |
| Databáze: | OpenAIRE |
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