TY - JOUR
T1 - Exploring big data governance frameworks
AU - Al-Badi, Ali
AU - Tarhini, Ali
AU - Khan, Asharul Islam
PY - 2018
Y1 - 2018
N2 - The recent explosion in ICT and digital data has led organizations, both private and public, to efficient decision-making. Nowadays organizations can store huge amounts of data, which can be accessible at any time. Big Data governance refers to the management of huge volumes of an organization's data, exploiting it in the organization's decision-making using different analytical tools. Big Data emergence provides great convenience, but it also brings challenges. Nevertheless, for Big Data governance, data has to be prepared in a timely manner, keeping in view the consistency and reliability of the data, and being able to trust its source and the meaningfulness of the result. Hence, a framework for Big Data governance would have many advantages. There are Big Data governance frameworks, which guide the management of Big Data. However, there are also limitations associated with these frameworks. Therefore, this study aims to explore the existing Big Data governance frameworks and their shortcomings, and propose a new framework. The proposed framework consists of eight components. As a framework validation, the proposed framework has been compared with the ISO 8000 data governance framework.
AB - The recent explosion in ICT and digital data has led organizations, both private and public, to efficient decision-making. Nowadays organizations can store huge amounts of data, which can be accessible at any time. Big Data governance refers to the management of huge volumes of an organization's data, exploiting it in the organization's decision-making using different analytical tools. Big Data emergence provides great convenience, but it also brings challenges. Nevertheless, for Big Data governance, data has to be prepared in a timely manner, keeping in view the consistency and reliability of the data, and being able to trust its source and the meaningfulness of the result. Hence, a framework for Big Data governance would have many advantages. There are Big Data governance frameworks, which guide the management of Big Data. However, there are also limitations associated with these frameworks. Therefore, this study aims to explore the existing Big Data governance frameworks and their shortcomings, and propose a new framework. The proposed framework consists of eight components. As a framework validation, the proposed framework has been compared with the ISO 8000 data governance framework.
KW - Big Data
KW - Big Data analytic
KW - Big Data governance
KW - Big Data governance framework
KW - Big Data model
KW - Data management
UR - http://www.scopus.com/inward/record.url?scp=85058300798&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85058300798&partnerID=8YFLogxK
U2 - 10.1016/j.procs.2018.10.181
DO - 10.1016/j.procs.2018.10.181
M3 - Conference article
AN - SCOPUS:85058300798
SN - 1877-0509
VL - 141
SP - 271
EP - 277
JO - Procedia Computer Science
JF - Procedia Computer Science
T2 - 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks, EUSPN 2018
Y2 - 5 November 2018 through 8 November 2018
ER -