The big data-business strategy interconnection: a grand challenge for knowledge management. A review and future perspectives

F Ciampi, G Marzi, S Demi, M Faraoni - Journal of Knowledge …, 2020 - emerald.com
Purpose Designing knowledge management (KM) systems capable of transforming big data
into information characterised by strategic value is a major challenge faced nowadays by …

Digital twin: Values, challenges and enablers from a modeling perspective

A Rasheed, O San, T Kvamsdal - IEEE access, 2020 - ieeexplore.ieee.org
Digital twin can be defined as a virtual representation of a physical asset enabled through
data and simulators for real-time prediction, optimization, monitoring, controlling, and …

Data science methodologies: Current challenges and future approaches

I Martinez, E Viles, IG Olaizola - Big Data Research, 2021 - Elsevier
Data science has employed great research efforts in developing advanced analytics,
improving data models and cultivating new algorithms. However, not many authors have …

Digital twin: Values, challenges and enablers

A Rasheed, O San, T Kvamsdal - arXiv preprint arXiv:1910.01719, 2019 - arxiv.org
A digital twin can be defined as an adaptive model of a complex physical system. Recent
advances in computational pipelines, multiphysics solvers, artificial intelligence, big data …

Toward a lifecycle for data science: a literature review of data science process models

C Haertel, M Pohl, A Nahhas, D Staegemann… - 2022 - aisel.aisnet.org
Data Science projects aim to methodologically extract knowledge and value from data to
help organizations to improve performance. Dedicated process models are applied to …

Big-data management: a driver for digital transformation?

P Kostakis, A Kargas - Information, 2021 - mdpi.com
The rapid evolution of technology has led to a global increase in data. Due to the large
volume of data, a new characterization occurred in order to better describe the new situation …

Organizational and human factors related challenges to ISO 20000: Implications for environmental sustainability and circular economy

N Ahmad, MG Rabbany, SM Ali - International Journal of Manpower, 2019 - emerald.com
Purpose The purpose of this paper is to explore organizational and human factor-related
challenges to information technology (IT) service management standard ISO 20000 in an …

Roadmap Incorporating Data Management Perspective for Platform Business Model Innovation

M Han, J Jeon - Sustainability, 2023 - mdpi.com
In recent business environments data has become crucial, especially in the platform
business where advances in digital technology continuously increase the platform's value by …

Data science canvas: evaluation of a tool to manage data science projects

T Neifer, D Lawo, M Esau - … on System Sciences, January 4-8, 2021, 2021 - pub.h-brs.de
Data emerged as a central success factor for companies to benefit from digitization.
However, the skills in successfully creating value from data–especially at the management …

Value Creation from Data Science Applications-A Literature Review

M Pohl, C Haertel, K Turowski - International Conference on Business …, 2023 - Springer
In the paper at hand, a structured literature review was conducted to provide an overview of
the components of value creation from Data Science applications. For this purpose, the …