Abstract
Organizations implement Big Data Analytics (BDA) to help the organization to improve the efficiency and effectiveness of the business. However, the successful of the BDA implementation is not achieved because of lack communication and collaboration between the BDA stakeholders. As we know stakeholders for example a data scientist played an important role in BDA implementation. Therefore, democratization is introduced to address these issues. This paper introduces the concept of democratization in big data analytics (BDA) by applying the Technology Organization Environment Model (TOE) in a conceptual framework that is used in the process of BDA implementation.
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References
Hyun, Y., Hosoya, R., Kamioka, T.: The moderating role of democratization culture: Improving agility through the use of big data analytics. In: Proceedings of the 23rd Pacific Asia Conference on Information System Security ICT Platform 4th Industry Revolution, PACIS 2019 (2019)
De Mauro, A., Greco, M., Grimaldi, M., Ritala, P.: In (Big) data we trust: value creation in knowledge organizations - introduction to the special issue. Inf. Process. Manag. 54(5), 755–757 (2018)
Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mob. Netw. Appl. 19(2), 171–209 (2014). https://doi.org/10.1007/s11036-013-0489-0
Ijab, M.T., Salleh, ohdMa.M., Wahab, S.M.A., Bakar, A.A.: Investigating big data analytics readiness. In: 6th International Conference on Research and Innovation in Information Systems (ICRIIS) (2019)
DÃaz, T., Rowshankish, A., Saleh, K.: Why data culture matters. Mckensey Q., pp. 1–17 (2018)
Friedman, T.L.: The Lexus and the Olive Tree: Understanding Globalization. Farrar, Straus and Giroux, New York (1999)
Karlovitz, T.J.: The democratization of technology – and its limitation. In: Managing Customer Experiences in an Omnichannel World: Melody of Online and Offline Environments in the Customer Journey, pp. 13–25. Emerald Publishing Limited (2020)
Awasthi, P., George, J.J., George, J.: A case for data democratization. In: Association Information System, AMCIS 2020 Proceedings, pp. 0–10 (2020)
Tornatzky, M., Fleischer, L.G.: The Process of Technological Innovation. Massachusets Lexington Books (1990)
Eden, C., Ackermann, F.: Making Strategy: The Journey of Strategic Management. London Sage Publications (1998)
Freeman, R.E.: Strategic Management: A Stakeholder Approach. Cambridge University Press, Cambridge (1984)
Pouloudi, A.: Aspects of the stakeholder concept and their implications for information systems development. In: Proceedings of the Hawaii International Conference on System Science, vol. 00, no. c, p. 254 (1999)
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Ismail, N.H., Alias, R.A. (2022). A Conceptual Framework for Democratization of Big Data Analytics (BDA). In: Saeed, F., Mohammed, F., Ghaleb, F. (eds) Advances on Intelligent Informatics and Computing. IRICT 2021. Lecture Notes on Data Engineering and Communications Technologies, vol 127. Springer, Cham. https://doi.org/10.1007/978-3-030-98741-1_59
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DOI: https://doi.org/10.1007/978-3-030-98741-1_59
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