Numerical Algorithms for Personalized Search in Self-organizing Information Networks

Lays out the theoretical groundwork for personalized search and reputation management, both on the Web and in peer-to-peer and social networks. This book develops scalable algorithms that exploit the graphlike properties underlying personalized search and reputation management, and delves into realistic scenarios regarding Web-scale data.