The research landscape of big data: a bibliometric analysis

X Liu, R Sun, S Wang, YJ Wu - Library Hi Tech, 2020 - emerald.com
Purpose In recent years, the rapid growth of big data has presented immense potential for
business applications as well as raised great interest from academia. In response to this …

A review of machine learning for big data analytics: bibliometric approach

ESM El-Alfy, SA Mohammed - Technology Analysis & Strategic …, 2020 - Taylor & Francis
The amalgamation of machine learning and big data has led to a revolution in data science
with several influencing applications to various domains. To gain insights on the current …

Big data analytics and machine learning: A retrospective overview and bibliometric analysis

JZ Zhang, PR Srivastava, D Sharma… - Expert Systems with …, 2021 - Elsevier
The research and practice of information systems have progressed by leaps and bounds
due to the emergence of big data analytics and machine learning. The paper undertakes a …

A bibliometric approach to tracking big data research trends

A Kalantari, A Kamsin, HS Kamaruddin… - Journal of big …, 2017 - Springer
The explosive growing number of data from mobile devices, social media, Internet of Things
and other applications has highlighted the emergence of big data. This paper aims to …

A decade of big data literature: analysis of trends in light of bibliometrics

I Ahmad, G Ahmed, SAA Shah, E Ahmed - The Journal of Supercomputing, 2020 - Springer
Bibliometrics is a quantitative tool for the analysis of literature published in a scientific field.
Using Scopus as the data source, we perform a thorough analysis of scholarly works …

Defining big data and measuring its associated trends in the field of information and library management

W Ahmed, K Ameen - Library Hi Tech News, 2017 - emerald.com
Purpose The purpose of this paper is to define big data and draw its deep understanding.
Moreover, trends of big data research in the field of library and information management are …

Theme mapping and bibliometrics analysis of one decade of big data research in the scopus database

A Parlina, K Ramli, H Murfi - Information, 2020 - mdpi.com
Recently, the popularity of big data as a research field has shown continuous and wide-
scale growth. This study aims to capture the scientific structure and topic evolution of big …

A formal definition of Big Data based on its essential features

A De Mauro, M Greco, M Grimaldi - Library review, 2016 - emerald.com
A formal definition of Big Data based on its essential features | Emerald Insight Books and
journals Case studies Expert Briefings Open Access Publish with us Advanced search A formal …

Bibliometric network analysis to identify the intellectual structure and evolution of the big data research field

JR López-Robles, JR Otegi-Olaso… - … on Intelligent Data …, 2018 - Springer
Big Data has evolved from being an emerging topic to a growing research area in business,
science and education fields. The Big Data concept has a multidimensional approach, and it …

Emerging trends and global scope of big data analytics: a scientometric analysis

KS Rawat, SK Sood - Quality & Quantity, 2021 - Springer
The primary sources of big data nowadays are from cloud computing, social networks, and
the internet of things, and henceforth the data analytics has gained popularity these days …