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Book
Automated machine learning and meta-learning for multimedia
Authors: ---
ISBN: 3030881318 3030881326 Year: 2021 Publisher: Cham, Switzerland : Springer,

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Book
Social Video Content Delivery
Authors: --- ---
ISBN: 3319336509 3319336525 Year: 2016 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This brief presents new architecture and strategies for distribution of social video content. A primary framework for socially-aware video delivery and a thorough overview of the possible approaches is provided. The book identifies the unique characteristics of socially-aware video access and social content propagation, revealing the design and integration of individual modules that are aimed at enhancing user experience in the social network context. The change in video content generation, propagation, and consumption for online social networks, has significantly challenged the traditional video delivery paradigm. Given the massive amount of user-generated content shared in online social networks, users are now engaged as active participants in the social ecosystem rather than as passive receivers of media content. This revolution is being driven further by the deep penetration of 3G/4G wireless networks and smart mobile devices that are seamlessly integrated with online social networking and media-sharing services. Despite increasingly abundant bandwidth and computational resources, the ever-increasing volume of data created by user-generated video content--along with the boundless coverage of socialized sharing--presents unprecedented challenges. .


Book
Online Social Media Content Delivery : A Data-Driven Approach
Authors: --- ---
ISBN: 9811027730 9811027749 Year: 2018 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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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.


Book
Social Informatics : 7th International Conference, SocInfo 2015, Beijing, China, December 9-12, 2015, Proceedings
Authors: --- ---
ISBN: 3319274325 3319274333 Year: 2015 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book constitutes the proceedings of the 7th International Conference on Social Informatics, SocInfo 2015, held in Beijing, China, in December 2015. The 19 papers presented in this volume were carefully reviewed and selected from 42 submissions. They cover topics such as user modeling, opinion mining, user behavior, and crowd sourcing. .

Keywords

Computer Science --- Engineering & Applied Sciences --- Computer science. --- Data mining. --- Information storage and retrieval. --- User interfaces (Computer systems). --- Artificial intelligence. --- Application software. --- Computer Science. --- Information Storage and Retrieval. --- Artificial Intelligence (incl. Robotics). --- Computer Appl. in Social and Behavioral Sciences. --- Data Mining and Knowledge Discovery. --- User Interfaces and Human Computer Interaction. --- Information Systems Applications (incl. Internet). --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- 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 --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Informatics --- Science --- Information storage and retrieva. --- Social sciences --- Artificial Intelligence. --- Data processing. --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval


Book
Big Data : 12th CCF Conference, BigData 2024, Qingdao, China, August 9–11, 2024, Proceedings
Authors: --- --- --- --- --- et al.
ISBN: 9789819610242 Year: 2025 Publisher: Singapore : Springer Nature Singapore : Imprint: Springer,

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“This book constitutes the refereed proceedings of the 12th CCF Conference on BigData 2024, which took place in Qingdao, China, in August 2024” to “This book constitutes the refereed proceedings of the 12th CCF Conference on BigData 2024, which took place in Qingdao, China, during 9-11 August, 2024. The 26 full papers presented in this volume were carefully reviewed and selected from 219 submissions. The topics of accepted papers include Big data, Data Science, System Architecture and Infrastructure, Storage Management, Parallel Computing, Analysis Mining and Intelligent Computing, Collection and Preprocessing, Governance.

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