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View all- Peyrone NWichadakul D(2024)A Formal Model for Integrating Consent Management Into MLOpsIEEE Access10.1109/ACCESS.2024.347177312(142524-142541)Online publication date: 2024
Formulating Analytical Governance Frameworks: An Integration of Data and AI Governance Approaches
Article No.: 7, Pages 1 - 9
Abstract
This study underscores the importance of standard data analytics governance within organizations to leverage the potential of increasing volumes of big data. Even though Thailand has operative frameworks for data governance and AI governance, there lacks a concrete framework specifically for analytics governance. To fill this void, the research utilizes the Data Governance Framework from the Digital Government Development Agency (DGA), the Artificial Intelligence Governance for e-Business and Digital Services from the Electronic Transactions Development Agency (ETDA), and the Data Management Capability Assessment Model (DCAM) within the Analytics Management section. The design and evaluation of the analytics governance framework are carried out using feedback from experts via a questionnaire. The ultimate objective of this study is to pinpoint the relevant components necessary for formulating an analytics governance framework in organizations in Thailand, which have already implemented data governance.
References
[1]
Pyne, Saumyadpta, and E. Al., Big Data Analytics: Methods and Applications. Berlin, Germany: Springer International Publishing, 2016.
[2]
A. Deshpande and M. Kumar, Artificial Intelligence for Big Data. United Kingdom: Packt Publishing, 2018.
[3]
Voulgaris and Zacharias and Yunus Emrah Bulut, AI for Data Science. New Jersey, USA: Technics Publications, 2018.
[4]
Digital Economy Promotion Agency, “Thailand Digital Technology Foresight,” Frost & Sullivan, pp. 1–246, 2019, [Online]. Available: https://www.depa.or.th/storage/app/media/file/Second Deliverable RevVer EN V12 140819 FIN.pdf.
[5]
N. Chutijirawong, V. Hora, K. Bunsupaporn, C. Bunyalug, and S. Satityathiwat, “The Thailand Digital Transformation Survey Report 2020,” p. 36, 2020, [Online]. Available: https://www2.deloitte.com/content/dam/Deloitte/th/Documents/technology/th-tech-the-thailand-digital-transformation-report.pdf.
[6]
T. H. Davenport, “AI in the Enterprise,” AI Advant., 2019.
[7]
M. Mäntymäki, M. Minkkinen, T. Birkstedt, and M. Viljanen, “Defining organizational AI governance,” AI Ethics, no. 0123456789, 2022.
[8]
Digital Government Development Agency (DGA), Data Governance for Government. 2019.
[9]
Electronic Transactions Development Agency (ETDA), “Artificial Intelligence Governance for e-Business and Digital Services,” 2022, p. 217, [Online]. Available: https://www.etda.or.th/th/Our-Service/emerging-technologies/hearing.aspx.
[10]
B. Goehring, F. Rossi, and D. Zaharchuk, “Advancing AI ethics beyond compliance,” p. 16, 2020.
[11]
Ministry of Digital Economy and Society (DES), Thailand AI Ethics Guideline. 2018.
[12]
J. Baijens, T. Huygh, and R. Helms, “Establishing and theorising data analytics governance: a descriptive framework and a VSM-based view,” J. Bus. Anal., vol. 5, no. 1, pp. 101–122, 2022.
[13]
Bernard Marr, Dominos: Data-driven decision making at the world's largest pizza delivery chain. 2021.
[14]
S. Maddodi and K. P. K., “Netflix Bigdata Analytics- The Emergence of Data Driven Recommendation,” Int. J. Case Stud. Business, IT, Educ., pp. 41–51, 2019.
[15]
P. Mikalef, M. Boura, G. Lekakos, and J. Krogstie, “The role of information governance in big data analytics driven innovation,” Inf. Manag., vol. 57, no. 7, p. 103361, 2020.
[16]
R. L. Grossman, “A framework for evaluating the analytic maturity of an organization,” Int. J. Inf. Manage., vol. 38, no. 1, pp. 45–51, 2018.
[17]
EDM Council Inc., “Data Management Capability Assessment Model V.2.2,” 2020. https://edmcouncil.org/.
[18]
K. Black, Business Statistics: Contemporary Decision Making, 6th editio. John Wiley & Sons, 2010.
[19]
M. Saunders, P. Lewis, and A. Thornhill, Research Methods for Business Students, 8th editio. New York: Pearson Education Limited, 2019.
[20]
“Public Debt Management Act,” in Government Gazette, Bangkok: Office of the Council of State, 2005.
[21]
“Small And Medium Enterprises Promotion Act (No. 2),” in Government Gazette, Bangkok, 2019.
[22]
Ronna C. Turner &Laurie Carlson, “Indexes of Item-Objective Congruence for Multidimensional Items,” 2019.
[23]
International Organization for Standardization, "ISO 8000-61:2019 Data quality — Part 61: Data quality management: Process," 2019.
[24]
International Organization for Standardization, "ISO/IEC 25012:2008 Software engineering — Software product Quality Requirements and Evaluation (SQuaRE) — Data quality model," 2008.
[25]
International Organization for Standardization and International Electrotechnical Commission, "ISO/IEC 27001:2013 - Information security management systems — Requirements," 2013. [Online]. Available: https://www.iso.org/standard/54534.html.
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- Formulating Analytical Governance Frameworks: An Integration of Data and AI Governance Approaches
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Published In
December 2023
303 pages
ISBN:9798400708497
DOI:10.1145/3628454
Copyright © 2023 Owner/Author.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike International 4.0 License.
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Association for Computing Machinery
New York, NY, United States
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Published: 06 December 2023
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IAIT 2023
IAIT 2023: 13th International Conference on Advances in Information Technology
December 6 - 9, 2023
Bangkok, Thailand
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View all- Peyrone NWichadakul D(2024)A Formal Model for Integrating Consent Management Into MLOpsIEEE Access10.1109/ACCESS.2024.347177312(142524-142541)Online publication date: 2024
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