Author(s)

Jiaojiao Lu ^1,2, Yanyan Qiao ^1,2

Affiliation(s)

¹ School of Information & Intelligence Engineering, University of Sanya, Sanya, Hainan, 572022, China
² Academician Chunming Rong Workstation, Sanya, Hainan, 572022, China

Corresponding Author

Jiaojiao Lu

ABSTRACT

With the rapid proliferation of social media platforms, the impact of online public opinion on social governance has become increasingly pronounced. To overcome the limitations of traditional public opinion analysis methods-particularly their poor real-time performance and insufficient data coverage-this study proposes a dynamic public opinion hotspot analysis system architecture based on multi-source fusion, which integrates multi-platform data streams utilizing automated collection, intelligent sentiment analysis, and geospatial mapping technologies. The system enables real-time monitoring, adaptive early-warning with configurable thresholds, and AI-driven visual analytics. This research provides government agencies and enterprises with an efficient public opinion monitoring tool, demonstrating significant practical value for enhancing crisis response capabilities and improving social governance precision through data-driven insights.

KEYWORDS

Multi-Source Fusion; Public Opinion Hotspot Analysis; Public Opinion Monitoring

CITE THIS PAPER

Jiaojiao Lu, Yanyan Qiao, Dynamic Public Opinion Hotspot Analysis System Architecture Based on Multi-Source Fusion. Journal of Artificial Intelligence Practice (2025) Vol. 8: 37-43. DOI: http://dx.doi.org/10.23977/jaip.2025.080306.

REFERENCES

[1] LI Xiaoxiong. Research on machine learning-based online public opinion classification algorithms[D]. Central South University, 2022.
[2] You G, Gan S, Guo H, et al. Public opinion spread and guidance strategy under COVID-19: A SIS model analysis[J]. Axioms, 2022, 11(6): 296.
[3] Bi J, Chen X, Wang S. Development of Network Public Opinion Analysis System in Big Data Environment Based On Hadoop Architecture[J]. Procedia Computer Science, 2023, 228: 291-299.
[4] Zhou C.Online Public Opinion Analysis Model Based on Long Short-term Memory Network and Expectation Maximization[J]. Applied Mathematics and Nonlinear Sciences, 2024, 9(1).

Sponsors, Associates, and Links

---

• Power Systems Computation
  
  
• Internet of Things (IoT) and Engineering Applications
  
  
• Computing, Performance and Communication Systems
  
  
• Advances in Computer, Signals and Systems
  
  
• Journal of Network Computing and Applications
  
  
• Journal of Web Systems and Applications
  
  
• Journal of Electrotechnology, Electrical Engineering and Management
  
  
• Journal of Wireless Sensors and Sensor Networks
  
  
• Journal of Image Processing Theory and Applications
  
  
• Mobile Computing and Networking
  
  
• Vehicle Power and Propulsion
  
  
• Frontiers in Computer Vision and Pattern Recognition
  
  
• Knowledge Discovery and Data Mining Letters
  
  
• Big Data Analysis and Cloud Computing
  
  
• Electrical Insulation and Dielectrics
  
  
• Crypto and Information Security
  
  
• Journal of Neural Information Processing
  
  
• Collaborative and Social Computing
  
  
• International Journal of Network and Communication Technology
  
  
• File and Storage Technologies
  
  
• Frontiers in Genetic and Evolutionary Computation
  
  
• Optical Network Design and Modeling
  
  
• Journal of Virtual Reality and Artificial Intelligence
  
  
• Natural Language Processing and Speech Recognition
  
  
• Journal of High-Voltage
  
  
• Programming Languages and Operating Systems
  
  
• Visual Communications and Image Processing
  
  
• Journal of Systems Analysis and Integration
  
  
• Knowledge Representation and Automated Reasoning
  
  
• Review of Information Display Techniques
  
  
• Data and Knowledge Engineering
  
  
• Journal of Database Systems
  
  
• Journal of Cluster and Grid Computing
  
  
• Cloud and Service-Oriented Computing
  
  
• Journal of Networking, Architecture and Storage
  
  
• Journal of Software Engineering and Metrics
  
  
• Visualization Techniques
  
  
• Journal of Parallel and Distributed Processing
  
  
• Journal of Modeling, Analysis and Simulation
  
  
• Journal of Privacy, Trust and Security
  
  
• Journal of Cognitive Informatics and Cognitive Computing
  
  
• Lecture Notes on Wireless Networks and Communications
  
  
• International Journal of Computer and Communications Security
  
  
• Journal of Multimedia Techniques
  
  
• Automation and Machine Learning
  
  
• Computational Linguistics Letters
  
  
• Journal of Computer Architecture and Design
  
  
• Journal of Ubiquitous and Future Networks