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A Model for Evaluating Big Data Analytics Tools for Organisation Purposes

Big data analytics tools have many functions that are common or similar to one another. This is a problem for many organisations that are either interested or have deployed some of the tools. The problem arises because there is no mechanism on how to determine appropriateness of the tools within con...

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Detalles Bibliográficos
Autores principales: Kangelani, Phaphama, Iyamu, Tiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7134230/
http://dx.doi.org/10.1007/978-3-030-44999-5_41
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author Kangelani, Phaphama
Iyamu, Tiko
author_facet Kangelani, Phaphama
Iyamu, Tiko
author_sort Kangelani, Phaphama
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description Big data analytics tools have many functions that are common or similar to one another. This is a problem for many organisations that are either interested or have deployed some of the tools. The problem arises because there is no mechanism on how to determine appropriateness of the tools within context in an environment. Some of the implications of the problem are that it is difficult to assess appropriateness of the tools in an environment, which sometimes result to duplication; and the value of the tools. The aim of this project was to propose a solution through a model that can be used to evaluate big data analytics tools for organisations’ benefits. The qualitative method, case study approach and semi-structured interview technique were applied in the study. From the analysis, the role of criteria, business and IT alignment, governance, and skill-sets were revealed as critical factors. Based on the factors, a model was developed, which can be used as a building block through which evaluation of big data analytics tools in an organisation is carried out.
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spelling pubmed-71342302020-04-06 A Model for Evaluating Big Data Analytics Tools for Organisation Purposes Kangelani, Phaphama Iyamu, Tiko Responsible Design, Implementation and Use of Information and Communication Technology Article Big data analytics tools have many functions that are common or similar to one another. This is a problem for many organisations that are either interested or have deployed some of the tools. The problem arises because there is no mechanism on how to determine appropriateness of the tools within context in an environment. Some of the implications of the problem are that it is difficult to assess appropriateness of the tools in an environment, which sometimes result to duplication; and the value of the tools. The aim of this project was to propose a solution through a model that can be used to evaluate big data analytics tools for organisations’ benefits. The qualitative method, case study approach and semi-structured interview technique were applied in the study. From the analysis, the role of criteria, business and IT alignment, governance, and skill-sets were revealed as critical factors. Based on the factors, a model was developed, which can be used as a building block through which evaluation of big data analytics tools in an organisation is carried out. 2020-03-06 /pmc/articles/PMC7134230/ http://dx.doi.org/10.1007/978-3-030-44999-5_41 Text en © IFIP International Federation for Information Processing 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Kangelani, Phaphama
Iyamu, Tiko
A Model for Evaluating Big Data Analytics Tools for Organisation Purposes
title A Model for Evaluating Big Data Analytics Tools for Organisation Purposes
title_full A Model for Evaluating Big Data Analytics Tools for Organisation Purposes
title_fullStr A Model for Evaluating Big Data Analytics Tools for Organisation Purposes
title_full_unstemmed A Model for Evaluating Big Data Analytics Tools for Organisation Purposes
title_short A Model for Evaluating Big Data Analytics Tools for Organisation Purposes
title_sort model for evaluating big data analytics tools for organisation purposes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7134230/
http://dx.doi.org/10.1007/978-3-030-44999-5_41
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