MDATA Cognitive Model: Theory and Applications

Yan Jia, Zhaoquan Gu, Aiping Li, Binxing Fang (Herausgeber)

Buch | Softcover

231 Seiten

2025
Springer Nature Switzerland AG (Verlag)
978-981-96-3527-6 (ISBN)

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This book presents the theoretical foundations of the MDATA cognitive model and its applications in the field of cybersecurity. The MDATA model is an innovative analytical tool designed to simulate and improve cognitive processes. It bridges cognitive science and cybersecurity, making it essential for professionals and researchers in these fields.

The core content explores three critical technologies within the MDATA model: knowledge representation, knowledge acquisition, and knowledge application. Each section provides in-depth technical analysis and practical applications, enabling readers to grasp the structural and operational principles of the model. With clear implementation strategies, the book equips readers to apply the MDATA model in real-world scenarios.

Through detailed case studies, the book demonstrates how the MDATA model enhances the identification and resolution of cybersecurity threats. Applications include network attack analysis, open-source intelligence, public sentiment monitoring, and cybersecurity assessments. Readers will gain a powerful tool for navigating complex cybersecurity incidents, making this book an indispensable resource for cybersecurity professionals, AI researchers, and data analysts. A foundational understanding of cybersecurity and cognitive science is recommended.

Overview of Cognitive Models.- Knowledge Representation and Management in the MDATA Cognitive Model.- Knowledge Acquisition in the MDATA Cognitive Model.- Knowledge Utilization in the MDATA Cognitive Model.- Application of the MDATA Cognitive Model in Network Attack Analysis.- Application of the MDATA Cognitive Model in Open-source Intelligence Analysis.- Application of the MDATA Cognitive Model in Public Sentiment Analysis.- Application of the MDATA Cognitive Model in Cyberspace Security Evaluation.

Erscheinungsdatum	14.05.2025
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	61 Illustrations, color; 55 Illustrations, black and white; XI, 231 p. 116 illus., 61 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Informatik ► Office Programme ► Outlook
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Knowledge Acquisition • knowledge management • Knowledge Representation • Knowledge utilization • MDATA Cognitive Model
ISBN-10	981-96-3527-6 / 9819635276
ISBN-13	978-981-96-3527-6 / 9789819635276
Zustand	Neuware