Big Data Analytics in Business for Marketing Research: A Retrospective of Domain and Knowledge Structure

Big data analytic (BDA) has now become important tools to understanding consumer behaviour and compile marketing strategies. This study reviews the development of BDA’s research in marketing from 2012 to 2023 using Scopus and VOSviewer data-based bibliometric analysis. The results show four main phases of development as well as the dominance of publications from India. The research theme is divided into several clusters, including digital marketing, data privacy, and artificial intelligence. The study emphasizes the importance of ethics and sustainability in the implementation of BDA, as well as providing insights for academics and practitioners in optimizing data-driven marketing strategies

Authors

Institutions

Publication Details

Journal
Procedia Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procs.2025.09.083
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Big Data Analytics in Business for Marketing Research: A Retrospective of Domain and Knowledge Structure

Robertus Tang Herman, Choiron Djakariya
Procedia Computer Science
Big Data and Business Intelligence
article

Big Data Analytics in Business for Marketing Research: A Retrospective of Domain and Knowledge Structure

Robertus Tang Herman, Choiron Djakariya
article en

Abstract

Big data analytic (BDA) has now become important tools to understanding consumer behaviour and compile marketing strategies. This study reviews the development of BDA’s research in marketing from 2012 to 2023 using Scopus and VOSviewer data-based bibliometric analysis. The results show four main phases of development as well as the dominance of publications from India. The research theme is divided into several clusters, including digital marketing, data privacy, and artificial intelligence. The study emphasizes the importance of ethics and sustainability in the implementation of BDA, as well as providing insights for academics and practitioners in optimizing data-driven marketing strategies

Procedia Computer ScienceVol. 269
Binus University (ID)
Openalex Percentile: Top 48%
Big Data and Business Intelligence
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Big Data Analytics in Business for Marketing Research: A Retrospective of Domain and Knowledge Structure — Robertus Tang Herman, Choiron Djakariya · Procedia Computer Science (2025) | TGRS Research Map | TGRS