Pekin Erhan Eren

Graduate School of Informatics
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Determinative Factors of Cloud Computing Adoption in Government Organizations
Koç, Burcu; Şener, Umut; Eren, Pekin Erhan (2022-12-29)
A process assessment model for big data analytics
Gökalp, Ebru; Gökalp, Mert Onuralp; Kayabay, Kerem; Gökalp, Selin; Koçyiğit, Altan; Eren, Pekin Erhan (2022-03-01)
Big data analytics (BDA) grasp the potential of generating valuable insights and empowering businesses to support their strategic decision-making. However, although organizations are aware of BDAs’ potential opportunities,...
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, a...
The development of the data science capability maturity model: a survey-based research
Gökalp, Mert Onuralp; Kayabay, Kerem; Koçyiğit, Altan; Eren, Pekin Erhan (2021-09-01)
Purpose The purpose of this paper is to investigate social and technical drivers of data science practices and develop a standard model for assisting organizations in their digital transformation by providing data science ...
Data-driven manufacturing: An assessment model for data science maturity
Gökalp, Mert Onuralp; KAYABAY, KEREM; Koçyiğit, Altan; Eren, Pekin Erhan (2021-07-01)
© 2021 The Society of Manufacturing EngineersToday, data science presents immense opportunities by turning raw data into manufacturing intelligence in data-driven manufacturing that aims to improve operational efficiency a...
Assessment of process capabilities in transition to a data-driven organisation: A multidisciplinary approach
Gökalp, Mert Onuralp; Gökalp, Ebru; Koçyiğit, Altan; Eren, Pekin Erhan (2021-06-01)
The ability to leverage data science can generate valuable insights and actions in organisations by enhancing data-driven decision-making to find optimal solutions based on complex business parameters and data. However, on...
A constraint programming model for making recommendations in personal process management: A design science research approach
Oruç, Sercan; Eren, Pekin Erhan; Koçyiğit, Altan (2021-01-01)
Decision-making in everyday life has an essential role in effectively completing personal tasks and processes. The complexity of these processes and the resulting cognitive load of managing them may vary significantly. To ...
Data Science Roadmapping: Towards an Architectural Framework
KAYABAY, KEREM; Gökalp, Mert Onuralp; Gökalp, Ebru; Eren, Pekin Erhan; Koçyiğit, Altan (2020-11-24)
The availability of big data and related technologies enables businesses to exploit data for competitive advantage. Still, many industries face obstacles while leveraging data science to overcome business problems. This pa...
Public Personnel Management Process Capability Assessment
Gökalp, Ebru; Eren, Pekin Erhan (2020-03-01)
Personnel management plays a critical role in the success of public organizations. Our literature review shows that there is a lack of systematic guidance on how to improve Public Personnel Management Process (PPMP) qualit...
Open-Source Big Data Analytics Architecture for Businesses
Gökalp, Mert Onuralp; Koçyiğit, Altan; Eren, Pekin Erhan (null; 2020-01-23)
Unaware of existing big data technologies, organizations fail to develop a big data capability despite its disruptive impact on today's competitive business environment. To determine the shortcomings and strengths of devel...
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