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This book explains how to use a data-driven approach to design strategies for social media content delivery. It first introduces readers to how social information can be effectively gathered for big data analysis, which provides content delivery intelligence. Secondly, the book describes data-driven models to capture information diffusion in online social networks and social media content propagation and popularity, before presenting prediction models for social media content delivery. By addressing the resource allocation and content replication aspects of social media content delivery, the book presents the latest data-driven strategies. In closing, it outlines a number of potential research directions regarding social media content delivery.
Multimedia systems. --- Online social networks. --- Digital video. --- Artificial intelligence. --- Social sciences --- Information Systems Applications (incl. Internet). --- Artificial Intelligence. --- Computer Appl. in Social and Behavioral Sciences. --- Data processing. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software
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This book explains how to use a data-driven approach to design strategies for social media content delivery. It first introduces readers to how social information can be effectively gathered for big data analysis, which provides content delivery intelligence. Secondly, the book describes data-driven models to capture information diffusion in online social networks and social media content propagation and popularity, before presenting prediction models for social media content delivery. By addressing the resource allocation and content replication aspects of social media content delivery, the book presents the latest data-driven strategies. In closing, it outlines a number of potential research directions regarding social media content delivery.
Social sciences (general) --- Demography --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- analytische chemie --- sociale media --- big data --- biochemie --- informatica --- sociale wetenschappen --- informatiesystemen --- KI (kunstmatige intelligentie) --- AI (artificiële intelligentie)
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Computer architecture. Operating systems --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- beeldverwerking --- ICT (informatie- en communicatietechnieken) --- IR (information retrieval) --- grafische vormgeving --- multimedia --- informatiesystemen --- KI (kunstmatige intelligentie) --- computernetwerken --- AI (artificiële intelligentie)
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Multimedia systems --- Computer graphics --- Engineering & Applied Sciences --- Computer Science
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