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 …

Visualizing the knowledge structure and evolution of big data research in healthcare informatics

D Gu, J Li, X Li, C Liang - International journal of medical informatics, 2017 - Elsevier
Background In recent years, the literature associated with healthcare big data has grown
rapidly, but few studies have used bibliometrics and a visualization approach to conduct …

A Bibliometrics analysis on big data research (2009–2018)

Z Xu, D Yu - Journal of Data, Information and Management, 2019 - Springer
At present, the concepts, technologies and methods of big data are constantly spreading to
all areas of the society. The arrival of big data has brought about tremendous changes in …

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 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 …

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 …

Exploring research trends in big data across disciplines: A text mining analysis

E Mohammadi, A Karami - Journal of Information Science, 2022 - journals.sagepub.com
Using big data has been a prevailing research trend in various academic fields. However,
no studies have explored the scope and structure of big data across disciplines. In this …

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 …

Discovering and forecasting interactions in big data research: A learning-enhanced bibliometric study

Y Zhang, Y Huang, AL Porter, G Zhang, J Lu - … Forecasting and Social …, 2019 - Elsevier
As one of the most impactful emerging technologies, big data analytics and its related
applications are powering the development of information technologies and are significantly …

The evolution of data science and big data research: A bibliometric analysis

DR Raban, A Gordon - Scientometrics, 2020 - Springer
In this study the evolution of Big Data (BD) and Data Science (DS) literatures and the
relationship between the two are analyzed by bibliometric indicators that help establish the …