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This book introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time. For each possibility, the book shows how to model the social network using spectral embedding. It also shows how to compose the techniques so that multiple edge semantics can be modeled together. The modeling techniques are then applied to a range of datasets to show how they can produce results that are useful in understanding real-world social networks. Discover More...
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Explore detailed insights about Social Networks With Rich Edge Semantics by Quan Zheng. This Mathematics masterpiece has captivated generations. Our platform offers a reliable source of book metadata including author details, publication history, subject tags, genre tags, cover images, and publication history — all curated and stored in our secure database for your convenience.
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