Crisis Management in Cognitive Social Web Intelligence Against Cyber Vulnerabilities
摘要
In the digital age, the intersection of cognitive computing, social network analysis, and web intelligence forms the foundation of Cognitive Social Web Intelligence (CSWI). This multidisciplinary field is crucial for addressing the pervasive issue of cyber vulnerabilities. Effective crisis management within CSWI encompasses predictive analytics, real-time surveillance, automated response mechanisms, and post-incident analysis. CSWI can anticipate and recognize possible risks, track and identify irregularities in online activity, and react quickly to cyber incidents by utilizing cutting-edge AI and machine learning techniques. This framework not only mitigates immediate threats but also facilitates long-term resilience through continuous learning and knowledge sharing. Collaboration among organizations, enhanced public awareness, and robust policy frameworks further strengthen the defense against cyber vulnerabilities. This paper explores the strategies and implementation of crisis management in CSWI, demonstrating its efficacy through case studies and highlighting the essential components for safeguarding digital ecosystems.