Data Science Education for Developing Countries: the Process of Democratization

24th International Conference on Computational Statistics - CompStat 2022


Data science technology selection: development of a decision-making approach
Nazlıel, Kerem; Eren, Pekin Erhan; Kayabay, Kerem; Department of Information Systems (2022-12-29)
Developments in IT, Cloud, Analytics, and related fields have created an abundance of Data Science technologies for practitioners, developers, and organizations to use. This abundance and variety complicate the Data Science technology selection and management processes for the analytics teams. When teams select and use improper tools and technologies, they encounter problems and inefficiencies, also known as technical debt. As a remedy, this thesis proposes a systematic technology selection method consideri...
Data Science Technology Selection: Development of a Decision-Making Approach
Nazlıel, Kerem (2022-06-23)
Data Ethics Policy in Social Science Research in Turkey: Gathering Data from Social Media
Karataş, Şule; Binark, Ferruh Mutlu; Yalçın, Haydar; Çomu, Tuğrul (null; 2017-11-30)
In Turkey, recently the researches on social media, which fall into the scope of social science, have been conducted primarily by collecting the content produced by users in the interface. Such content has been mapped in various ways and analyzed qualitatively or quantitavely. In all these researches there comes out some ethical problems while gathering and using data. Association of Internet Research and Ethics Committees in Scandinavian countries (eg. The Norwegian National Research Ethics Committees) hav...
Data Science Capability Maturity Model
Gökalp, Mert Onuralp; Koçyiğit, Altan; Department of Information Systems (2021-11-09)
Today, data science presents immense opportunities in attaining competitive advantage, generating business value, and driving revenue streams for organizations. Data science has also significantly changed our understanding of how businesses should operate. In order to survive, it is now indispensable for a contemporary organization to adopt data science as part of its business processes. However, organizations face difficulties in managing their data science endeavors for reaping these potential benefits....
Data science roadmapping: An architectural framework for facilitating transformation towards a data-driven organization
Kayabay, Kerem; Gökalp, Mert Onuralp; Eren, Pekin Erhan; Koçyiğit, Altan (2022-01-01)
Leveraging data science can enable businesses to exploit data for competitive advantage by generating valuable insights. However, many industries cannot effectively incorporate data science into their business processes, as there is no comprehensive approach that allows strategic planning for organization-wide data science efforts and data assets. Accordingly, this study explores the Data Science Roadmapping (DSR) to guide organizations in aligning their business strategies with data-related, technological,...
Citation Formats
F. Gökalp Yavuz, “Data Science Education for Developing Countries: the Process of Democratization,” presented at the 24th International Conference on Computational Statistics - CompStat 2022, Bologna, İtalya, 2022, Accessed: 00, 2022. [Online]. Available: