Buch, Englisch, 376 Seiten, Format (B × H): 155 mm x 242 mm, Gewicht: 672 g
Reihe: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Concepts and Techniques
Buch, Englisch, 376 Seiten, Format (B × H): 155 mm x 242 mm, Gewicht: 672 g
Reihe: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
ISBN: 978-1-4200-9148-9
Verlag: Taylor & Francis Ltd
The first part of the book discusses the fundamentals of the field. In the second part, the authors present anonymization methods for preserving information utility for specific data mining tasks. The third part examines the privacy issues, privacy models, and anonymization methods for realistic and challenging data publishing scenarios. While the first three parts focus on anonymizing relational data, the last part studies the privacy threats, privacy models, and anonymization methods for complex data, including transaction, trajectory, social network, and textual data.
This book not only explores privacy and information utility issues but also efficiency and scalability challenges. In many chapters, the authors highlight efficient and scalable methods and provide an analytical discussion to compare the strengths and weaknesses of different solutions.
Zielgruppe
Professional Practice & Development
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
The Fundamentals. Anonymization for Data Mining. Extended Data Publishing Scenarios. Anonymizing Complex Data. References.