Ethical Issues in Big Data: A Visualization Analysis Based on CiteSpace

With the application and development of big data technologies, the ethical issues they generate have increasingly become a focal point of academic attention. Utilizing the CiteSpace visualization analysis software for knowledge mapping, this study examines the research landscape of ethical issues in big data from three perspectives: annual publication output, scholarly author analytics, and countries/ institutions research profiling. Through the presentation and analysis of co-occurrence and clustering maps of keywords, this study identifies the hot topics and developmental trends in the field.

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Publication Details

Published
2025-08-08
DOI
https://doi.org/10.1109/iaeac65194.2025.11166318
Primary Topic
Big Data Technologies and Applications
Type
article
Field-Weighted Citation Impact
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article

Ethical Issues in Big Data: A Visualization Analysis Based on CiteSpace

Yu Si
Big Data Technologies and Applications
article

Ethical Issues in Big Data: A Visualization Analysis Based on CiteSpace

Yu Si
article en

Abstract

With the application and development of big data technologies, the ethical issues they generate have increasingly become a focal point of academic attention. Utilizing the CiteSpace visualization analysis software for knowledge mapping, this study examines the research landscape of ethical issues in big data from three perspectives: annual publication output, scholarly author analytics, and countries/ institutions research profiling. Through the presentation and analysis of co-occurrence and clustering maps of keywords, this study identifies the hot topics and developmental trends in the field.

Hohai University (CN)
Openalex Percentile: Top 75%
Big Data Technologies and Applications
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Ethical Issues in Big Data: A Visualization Analysis Based on CiteSpace — Yu Si · (2025) | TGRS Research Map | TGRS