Conceptualizing big data: Analysis of case studies

O Ylijoki, J Porras - Intelligent systems in accounting, finance …, 2016 - Wiley Online Library
Digitization and the related datafication produce huge amounts of data. Organizations have
started to exploit these new data in order to gain benefits. Exploring this 'big data jungle'is a …

Big data technology: developments in current research and emerging landscape

N Singh - Enterprise Information Systems, 2019 - Taylor & Francis
In this study, big data studies (01/2015–6/2018) are reviewed and several highly cited
papers are identified, which indicates a growing interest in the area of big data. The papers …

Business analytics in the context of big data: A roadmap for research

G Phillips-Wren, LS Iyer, U Kulkarni… - Communications of the …, 2015 - aisel.aisnet.org
This paper builds on academic and industry discussions from the 2012 and 2013 pre-ICIS
events: BI Congress III and the Special Interest Group on Decision Support Systems …

Conceptualizing big data practices

C Lin, AS Kunnathur, L Li - International journal of accounting & …, 2020 - emerald.com
Purpose The purpose of this paper is to provide a conceptual understanding of Big Data
practices in organizations, which will enable exploring the operational and strategic roles of …

Big data analytics: A review on theoretical contributions and tools used in literature

P Grover, AK Kar - Global Journal of Flexible Systems Management, 2017 - Springer
The importance of data science and big data analytics is growing very fast as organizations
are gearing up to leverage their information assets to gain competitive advantage. The …

Perspectives to definition of big data: a mapping study and discussion

O Ylijoki, J Porras - Journal of innovation management, 2016 - journalengineering.fe.up.pt
Big data is an emerging research area where common terminology is still evolving. Different
perspectives to the research area and terminology exist, but a common definition for big data …

Big data opportunities for accounting and finance practice and research

S Cockcroft, M Russell - Australian Accounting Review, 2018 - Wiley Online Library
We examine the research opportunities for the use of 'big data'in accounting and finance.
The purpose of the study is to present a snapshot of big data academic research in …

Factors influencing effective use of big data: A research framework

FPS Surbakti, W Wang, M Indulska, S Sadiq - Information & Management, 2020 - Elsevier
Abstract Information systems (IS) research has explored “effective use” in a variety of
contexts. However, it is yet to specifically consider it in the context of the unique …

Issues with big data

B Gärtner, MRW Hiebl - The Routledge companion to accounting …, 2017 - taylorfrancis.com
This chapter aims to discuss opportunities and challenges which arise through the use of
Big Data for management accounting. It outlines understanding of Big Data and …

Characterizing big data management

R Rossi, K Hirama - arXiv preprint arXiv:2201.05929, 2022 - arxiv.org
Big data management is a reality for an increasing number of organizations in many areas
and represents a set of challenges involving big data modeling, storage and retrieval …