[HTML][HTML] Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis

A Amado, P Cortez, P Rita, S Moro - European Research on Management …, 2018 - Elsevier
Given the research interest on Big Data in Marketing, we present a research literature
analysis based on a text mining semi-automated approach with the goal of identifying the …

Information technology adoption on digital marketing: A literature review

F Figueiredo, MJA Gonçalves, S Teixeira - Informatics, 2021 - mdpi.com
Data generation is currently expanding at an astonishing pace, and the function of marketing
is becoming increasingly sophisticated and customized. Companies seek to understand …

A bibliometric review of a decade of research: Big data in business research–Setting a research agenda

Y Zhang, M Zhang, J Li, G Liu, MM Yang… - Journal of Business …, 2021 - Elsevier
The last several years have witnessed a surge of interest in artificial intelligence (AI). As the
foundation of AI technologies, big data has attracted attention of researchers. Big data and …

[HTML][HTML] Applications of big data in emerging management disciplines: A literature review using text mining

AK Kushwaha, AK Kar, YK Dwivedi - International Journal of Information …, 2021 - Elsevier
The importance of data-driven decisions and support is increasing day by day in every
management area. The constant access to volume, variety, and veracity of data has made …

Text mining for big data analysis in financial sector: A literature review

M Pejić Bach, Ž Krstić, S Seljan, L Turulja - Sustainability, 2019 - mdpi.com
Big data technologies have a strong impact on different industries, starting from the last
decade, which continues nowadays, with the tendency to become omnipresent. The …

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 …

A glimpse on big data analytics in the framework of marketing strategies

P Ducange, R Pecori, P Mezzina - Soft Computing, 2018 - Springer
Mining and analyzing the valuable knowledge hidden behind the amount of data available
in social media is becoming a fundamental prerequisite for any effective and successful …

The usage of large data sets in online consumer behaviour: A bibliometric and computational text-mining–driven analysis of previous research

M Vanhala, C Lu, J Peltonen, S Sundqvist… - Journal of Business …, 2020 - Elsevier
The paper reports the evolution of scientific research on usage of large datasets in online
consumer behaviour between 2000 and 2018. Thus, it affords information regarding the …

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 …

The use of big data in corporate communication

C Wiencierz, U Röttger - Corporate communications: An international …, 2017 - emerald.com
Purpose The purpose of this paper is to illustrate the current state of research on the
significance of big data in and for corporate communication and to introduce a framework …