User Centric Social Multimedia Computing

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User Centric Social Multimedia Computing
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Author : Jitao Sang
language : en
Publisher: Springer
Release Date : 2014-10-17
User Centric Social Multimedia Computing written by Jitao Sang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-17 with Computers categories.
This book presents the first paradigm of social multimedia computing completely from the user perspective. Different from traditional multimedia and web multimedia computing which are content-centric, social multimedia computing rises under the participatory Web2.0 and is essentially user-centric. The goal of this book is to emphasize the user factor in facilitating effective solutions towards both multimedia content analysis, user modeling and customized user services. Advanced topics like cross-network social multimedia computing are also introduced as extensions and potential directions along this research line.
Frontiers Of Multimedia Research
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Author : Shih-Fu Chang
language : en
Publisher: Morgan & Claypool
Release Date : 2018-01-03
Frontiers Of Multimedia Research written by Shih-Fu Chang and has been published by Morgan & Claypool this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-03 with Computers categories.
The field of multimedia is unique in offering a rich and dynamic forum for researchers from “traditional” fields to collaborate and develop new solutions and knowledge that transcend the boundaries of individual disciplines. Despite the prolific research activities and outcomes, however, few efforts have been made to develop books that serve as an introduction to the rich spectrum of topics covered by this broad field. A few books are available that either focus on specific subfields or basic background in multimedia. Tutorial-style materials covering the active topics being pursued by the leading researchers at frontiers of the field are currently lacking. In 2015, ACM SIGMM, the special interest group on multimedia, launched a new initiative to address this void by selecting and inviting 12 rising-star speakers from different subfields of multimedia research to deliver plenary tutorial-style talks at the ACM Multimedia conference for 2015. Each speaker discussed the challenges and state-of-the-art developments of their prospective research areas in a general manner to the broad community. The covered topics were comprehensive, including multimedia content understanding, multimodal human-human and human-computer interaction, multimedia social media, and multimedia system architecture and deployment. Following the very positive responses to these talks, the speakers were invited to expand the content covered in their talks into chapters that can be used as reference material for researchers, students, and practitioners. Each chapter discusses the problems, technical challenges, state-of-the-art approaches and performances, open issues, and promising direction for future work. Collectively, the chapters provide an excellent sampling of major topics addressed by the community as a whole. This book, capturing some of the outcomes of such efforts, is well positioned to fill the aforementioned needs in providing tutorial-style reference materials for frontier topics in multimedia. At the same time, the speed and sophistication required of data processing have grown. In addition to simple queries, complex algorithms like machine learning and graph analysis are becoming common. And in addition to batch processing, streaming analysis of real-time data is required to let organizations take timely action. Future computing platforms will need to not only scale out traditional workloads, but support these new applications too. This book, a revised version of the 2014 ACM Dissertation Award winning dissertation, proposes an architecture for cluster computing systems that can tackle emerging data processing workloads at scale. Whereas early cluster computing systems, like MapReduce, handled batch processing, our architecture also enables streaming and interactive queries, while keeping MapReduce's scalability and fault tolerance. And whereas most deployed systems only support simple one-pass computations (e.g., SQL queries), ours also extends to the multi-pass algorithms required for complex analytics like machine learning. Finally, unlike the specialized systems proposed for some of these workloads, our architecture allows these computations to be combined, enabling rich new applications that intermix, for example, streaming and batch processing. We achieve these results through a simple extension to MapReduce that adds primitives for data sharing, called Resilient Distributed Datasets (RDDs). We show that this is enough to capture a wide range of workloads. We implement RDDs in the open source Spark system, which we evaluate using synthetic and real workloads. Spark matches or exceeds the performance of specialized systems in many domains, while offering stronger fault tolerance properties and allowing these workloads to be combined. Finally, we examine the generality of RDDs from both a theoretical modeling perspective and a systems perspective. This version of the dissertation makes corrections throughout the text and adds a new section on the evolution of Apache Spark in industry since 2014. In addition, editing, formatting, and links for the references have been added.
Understanding Oriented Multimedia Content Analysis
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Author : Zechao Li
language : en
Publisher: Springer
Release Date : 2017-05-26
Understanding Oriented Multimedia Content Analysis written by Zechao Li and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-26 with Computers categories.
This book offers a systematic introduction to an understanding-oriented approach to multimedia content analysis. It integrates the visual understanding and learning models into a unified framework, within which the visual understanding guides the model learning while the learned models improve the visual understanding. More specifically, it discusses multimedia content representations and analysis including feature selection, feature extraction, image tagging, user-oriented tag recommendation and understanding-oriented multimedia applications. The book was nominated by the University of Chinese Academy of Sciences and China Computer Federation as an outstanding PhD thesis. By providing the fundamental technologies and state-of-the-art methods, it is a valuable resource for graduate students and researchers working in the field computer vision and machine learning.
Proceedings Of First International Conference On Computing Communications And Cyber Security Ic4s 2019
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Author : Pradeep Kumar Singh
language : en
Publisher: Springer Nature
Release Date : 2020-04-27
Proceedings Of First International Conference On Computing Communications And Cyber Security Ic4s 2019 written by Pradeep Kumar Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-27 with Technology & Engineering categories.
This book features selected research papers presented at the First International Conference on Computing, Communications, and Cyber-Security (IC4S 2019), organized by Northwest Group of Institutions, Punjab, India, Southern Federal University, Russia, and IAC Educational Trust, India along with KEC, Ghaziabad and ITS, College Ghaziabad as an academic partner and held on 12–13 October 2019. It includes innovative work from researchers, leading innovators and professionals in the area of communication and network technologies, advanced computing technologies, data analytics and intelligent learning, the latest electrical and electronics trends, and security and privacy issues.
Social Media Retrieval
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Author : Naeem Ramzan
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-05
Social Media Retrieval written by Naeem Ramzan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-05 with Computers categories.
This comprehensive text/reference examines in depth the synergy between multimedia content analysis, personalization, and next-generation networking. The book demonstrates how this integration can result in robust, personalized services that provide users with an improved multimedia-centric quality of experience. Each chapter offers a practical step-by-step walkthrough for a variety of concepts, components and technologies relating to the development of applications and services. Topics and features: introduces the fundamentals of social media retrieval, presenting the most important areas of research in this domain; examines the important topic of multimedia tagging in social environments, including geo-tagging; discusses issues of personalization and privacy in social media; reviews advances in encoding, compression and network architectures for the exchange of social media information; describes a range of applications related to social media.
Leveraging Computer Mediated Marketing Environments
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Author : Bowen, Gordon
language : en
Publisher: IGI Global
Release Date : 2019-01-25
Leveraging Computer Mediated Marketing Environments written by Bowen, Gordon and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-25 with Business & Economics categories.
Social media has redefined the way marketers communicate with their customers, giving consumers an advantage that they did not have previously. However, recent issues in online communication platforms have increased the challenges faced by marketers in developing and retaining their customers. Practitioners need to develop effective marketing communication programs that incorporate the meaningful forms of sociality into a customer-driven marketing program. Leveraging Computer-Mediated Marketing Environments discusses the nature of heightened interaction between marketers and consumers in the evolving technological environments, particularly on the central nature of online communities and other emerging technologies on dialogic engagement. Additionally, it aims to examine the relevant roles of online communities and emerging technologies in creating and retaining customers through effective dialogue management. Highlighting brand strategy, e-services, and web analytics, it is designed for marketers, brand managers, business managers, academicians, and students.
Social Computing And Social Media
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Author : Gabriele Meiselwitz
language : en
Publisher: Springer
Release Date : 2015-07-18
Social Computing And Social Media written by Gabriele Meiselwitz and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-18 with Computers categories.
This book constitutes the refereed proceedings of the 7th International Conference on Social Computing and Social Media, SCSM 2015, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, held in Los Angeles, CA, USA, in August 2015. The total of 1462 papers and 246 poster papers presented at the HCII 2015 conferences was carefully reviewed and selected from 4843 submissions. These papers address the latest research and development efforts and highlight the human aspects of design and use of computing systems. The papers accepted for presentation thoroughly cover the entire field of human-computer interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas. The 25 contributions included in the SCSM 2015 proceedings were organized in the following topical sections: designing social media; social network analysis; and individual and group behaviour in social media.
Computer Mediated Marketing Strategies Social Media And Online Brand Communities
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Author : Bowen, Gordon
language : en
Publisher: IGI Global
Release Date : 2014-10-31
Computer Mediated Marketing Strategies Social Media And Online Brand Communities written by Bowen, Gordon and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-31 with Business & Economics categories.
For years, technology has been the impetus for progress in various processes, systems, and businesses; it shows no sign of ceasing further development. The application of technology-driven processes in promotionally-oriented environments has become more and more common in todays business world. Computer-Mediated Marketing Strategies: Social Media and Online Brand Communities brings together marketing approaches and the application of current technology, such as social networking arenas, to show how this interaction creates a successful competitive advantage. Focusing on qualitative research, various technological tools, and diverse Internet environments, this book is a necessary reference source for academics, management practitioners, students, and professionals interested in the application of technology in promotionally-oriented processes.
Network Intelligence Meets User Centered Social Media Networks
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Author : Reda Alhajj
language : en
Publisher: Springer
Release Date : 2018-07-31
Network Intelligence Meets User Centered Social Media Networks written by Reda Alhajj and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-31 with Social Science categories.
This edited volume presents advances in modeling and computational analysis techniques related to networks and online communities. It contains the best papers of notable scientists from the 4th European Network Intelligence Conference (ENIC 2017) that have been peer reviewed and expanded into the present format. The aim of this text is to share knowledge and experience as well as to present recent advances in the field. The book is a nice mix of basic research topics such as data-based centrality measures along with intriguing applied topics, for example, interaction decay patterns in online social communities. This book will appeal to students, professors, and researchers working in the fields of data science, computational social science, and social network analysis.
Social Computing And Social Media
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Author : Adela Coman
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
Social Computing And Social Media written by Adela Coman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Computers categories.
This book constitutes the refereed proceedings of the 16th International Conference on Social Computing and Social Media, SCSM 2024, held as part of the 26th HCI International Conference, HCII 2024, which took place in Washington, DC, USA, during June 29–July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The SCSM 2024 proceedings were organized in the following topical sections: Part I: Designing, developing and evaluating social media; user experience and user behavior in social media; AI and language models in social media; Part II: Social media in learning, education and culture; social media in business and ecommerce; Part III: Computer-mediated communication; social media for community, society and democracy.