Theory and Applications of Models of Computation - Info and Reading Options

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Title -- Preface -- Organization -- Table of Contents -- Turing Lectures 2012 -- On the Impact of Turing Machines -- From Turing Machine to Morphogenesis: Forming and Informing Computation -- From Describing Information, to the Mathematics of Causality -- Universality, Turing Completeness and Programs as Information -- Journeys beyond the Computable -- Modelling the Brain -- The Return to Embodied Computation -- References -- Theory of Computation as an Enabling Tool for the Sciences -- Interaction and Collective Intelligence on the Internet -- Uncertainty on the Internet -- The Limitations of Turing Model and Interaction Machine Model beyond Turing Machines -- Topological Potential -- Collective Intelligence on the Internet -- References -- What Computers Do: Model, Connect, Engage -- R-Calculus: A Logical Inference System for Scientific Discovery -- Quantum Computing: A Great Science in the Making -- The Convergence of Social and Technological Networks -- Invited Lectures -- Principles of Network Computing -- Introduction -- Graph Property Test -- Homophily of Networks -- Homophily Law - The Source of Small Community Phenomenon -- Homophily Model and Homophily Theorem -- Proof Sketch of Homophily Theorem -- Applications in Information Extraction -- Conclusions -- References -- The Small Community Phenomenon in Networks: Models, Algorithms and Applications -- Introduction -- Basic Definitions and Algorithms -- Definition of Community -- The Small Community Phenomenon -- Community Detection Algorithm -- Results on Classical Network Models -- Two New Models -- Empirical Results -- Applications -- Classification of Networks -- Core Extraction of Networks -- References -- Vertex-Pursuit in Hierarchical Social Networks -- Introduction -- Definitions -- Random DAG Model -- Main Results -- Random Regular DAGs -- Random Power Law DAGs

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