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User Centric Social Multimedia Computing
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Book Synopsis User-centric Social Multimedia Computing by : Jitao Sang
Download or read book User-centric Social Multimedia Computing written by Jitao Sang and published by Springer. This book was released on 2014-10-17 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Frontiers of Multimedia Research by : Shih-Fu Chang
Download or read book Frontiers of Multimedia Research written by Shih-Fu Chang and published by Morgan & Claypool. This book was released on 2018-01-03 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Understanding-Oriented Multimedia Content Analysis by : Zechao Li
Download or read book Understanding-Oriented Multimedia Content Analysis written by Zechao Li and published by Springer. This book was released on 2017-05-26 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Computer-Mediated Marketing Strategies: Social Media and Online Brand Communities by : Bowen, Gordon
Download or read book Computer-Mediated Marketing Strategies: Social Media and Online Brand Communities written by Bowen, Gordon and published by IGI Global. This book was released on 2014-10-31 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Network Intelligence Meets User Centered Social Media Networks by : Reda Alhajj
Download or read book Network Intelligence Meets User Centered Social Media Networks written by Reda Alhajj and published by Springer. This book was released on 2018-07-31 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Encyclopedia of Information Science and Technology, Third Edition by : Khosrow-Pour, Mehdi
Download or read book Encyclopedia of Information Science and Technology, Third Edition written by Khosrow-Pour, Mehdi and published by IGI Global. This book was released on 2014-07-31 with total page 7972 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This 10-volume compilation of authoritative, research-based articles contributed by thousands of researchers and experts from all over the world emphasized modern issues and the presentation of potential opportunities, prospective solutions, and future directions in the field of information science and technology"--Provided by publisher.
Book Synopsis Social Media Modeling and Computing by : Steven C.H. Hoi
Download or read book Social Media Modeling and Computing written by Steven C.H. Hoi and published by Springer Science & Business Media. This book was released on 2011-03-22 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely text/reference presents the latest advances in various aspects of social media modeling and social media computing research. Gathering together superb research from a range of established international conferences and workshops, the editors coherently organize and present each of the topics in relation to the basic principles and practices of social media modeling and computing. Individual chapters can be also be used as self-contained references on the material covered. Topics and features: presents contributions from an international selection of preeminent experts in the field; discusses topics on social-media content analysis; examines social-media system design and analysis, and visual analytic tools for event analysis; investigates access control for privacy and security issues in social networks; describes emerging applications of social media, for music recommendation, automatic image annotation, and the analysis and improvement of photo-books.
Book Synopsis Web Information Systems and Technologies by : Valérie Monfort
Download or read book Web Information Systems and Technologies written by Valérie Monfort and published by Springer. This book was released on 2017-09-18 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the 12th International Conference on Web Information Systems and Technologies, WEBIST 2016, held in Rome, Italy, April 23-25, 2016, organized by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC). The purpose of the WEBIST series of conferences is to bring together researches, engineers and practitioners interested in technological advances and business applications of web-based information systems. The 9 full papers presented in this volume were carefully reviewed and selected originally 123 paper submissions. They contribute to the understanding of relevant trends of current research on Web Information Systems and Technologies, comprising recommender systems, sentiment analysis, ranking, and Web applications and Web architecture.
Book Synopsis Social Media Retrieval by : Naeem Ramzan
Download or read book Social Media Retrieval written by Naeem Ramzan and published by Springer Science & Business Media. This book was released on 2012-12-05 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis The Emerald Handbook of Computer-Mediated Communication and Social Media by : Jeremy Harris Lipschultz
Download or read book The Emerald Handbook of Computer-Mediated Communication and Social Media written by Jeremy Harris Lipschultz and published by Emerald Group Publishing. This book was released on 2022-06-27 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uniquely relating social media communication research to its computer-mediated communication foundation, as well as digital and emerging media trends, this handbook is an indispensable resource whether you're a graduate student or a seasoned practitioner.
Book Synopsis Social Computing and Social Media. User Experience and Behavior by : Gabriele Meiselwitz
Download or read book Social Computing and Social Media. User Experience and Behavior written by Gabriele Meiselwitz and published by Springer. This book was released on 2018-07-10 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volumes set LNCS 10913-10914 of SCSM 2018 constitutes the proceedings of the 10th International Conference on Social Computing and Social Media, SCSM 2018, held as part of the International Conference on Human-Computer Interaction, HCII 2018, held in Las Vegas, NV, USA, in July 2018. The total of 1171 papers and 160 posters presented at the 14 colocated HCII 2018 conferences. The papers were carefully reviewed and selected from 4346 submissions. These papers which are organized in the following topical sections: social media user experience, individual and social behavior in Social Media, privavcy and ethical issues in Social Media, motivation and gamification in Social Media, social network analysis, and agents, models and algorithms in Social Media.
Book Synopsis User Centric Media by : Petros Daras
Download or read book User Centric Media written by Petros Daras and published by Springer Science & Business Media. This book was released on 2013-01-02 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the First International Conference, UCMedia 2009, which was held on 9-11 December 2009 at Hotel Novotel Venezia Mestre Castellana in Venice, Italy. The conference`s focus was on forms and production, delivery, access, discovery and consumption of user centric media. After a thorough review process of the papers received, 23 were accepted from open call for the main conference and 20 papers for the workshops.
Book Synopsis Leveraging Computer-Mediated Marketing Environments by : Bowen, Gordon
Download or read book Leveraging Computer-Mediated Marketing Environments written by Bowen, Gordon and published by IGI Global. This book was released on 2019-01-25 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Social Computing and Social Media by : Gabriele Meiselwitz
Download or read book Social Computing and Social Media written by Gabriele Meiselwitz and published by Springer. This book was released on 2015-07-18 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis User Centric E-Government by : Saqib Saeed
Download or read book User Centric E-Government written by Saqib Saeed and published by Springer. This book was released on 2017-09-17 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides user studies and theories related to user-centered technology design processes for e-government projects. The book mainly discusses inherent issues of technology design implications, user experiences, and guidelines for technology appropriation. Ethnographic studies focusing on real life examples will enable readers to understand the problems in an effective way. Furthermore, the theories and results will help researchers and practitioners to handle these challenges in an efficient way. E-Government is about harnessing the information revolution to improve the efficiency of government processes and the lives of citizens. It aims at a citizen centered approach to governance through effective use of the Internet and Information and Communication Technologies (ICTs). E-Government promotes transparency and effectiveness of a government’s processes as well as citizens’ participation (e-participation) in the affairs of the government. Whereas E-government projects are huge undertakings for government departments, a user-centric approach requires citizens’ participation in the design and delivery of e government services. In both these respects, there are huge challenges and governments require long term commitment as well as correct planning and availability of financial resources to address them. System design for e-governmental applications is inherently a complex process. In successful e-government projects, appropriately designed technology infrastructure plays a pivotal rule. The technology appropriation process requires that e-government technologies should be in line with the work practices of end users, so that successful usage of these technologies can be realized. E-governmental systems which fail to take into account such human factors result in failure and wasting huge amounts of public money as well as a loss of confidence of the public in such technological infrastructures. It is highly important that citizens are enabled to have access to the appropriate information technology, have knowledge and skills to use the available technology, and have the positive commitment to affect the governments’ strategies. So, enabling citizens to effectively participate is much more difficult. This book addresses these inherent challenges and available opportunities with respect to user-centric e-government.
Book Synopsis Social Computing and Social Media by : Adela Coman
Download or read book Social Computing and Social Media written by Adela Coman and published by Springer Nature. This book was released on with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Trust in Social Media by : Jiliang Tang
Download or read book Trust in Social Media written by Jiliang Tang and published by Springer Nature. This book was released on 2022-06-01 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media greatly enables people to participate in online activities and shatters the barrier for online users to create and share information at any place at any time. However, the explosion of user-generated content poses novel challenges for online users to find relevant information, or, in other words, exacerbates the information overload problem. On the other hand, the quality of user-generated content can vary dramatically from excellence to abuse or spam, resulting in a problem of information credibility. The study and understanding of trust can lead to an effective approach to addressing both information overload and credibility problems. Trust refers to a relationship between a trustor (the subject that trusts a target entity) and a trustee (the entity that is trusted). In the context of social media, trust provides evidence about with whom we can trust to share information and from whom we can accept information without additional verification. With trust, we make the mental shortcut by directly seeking information from trustees or trusted entities, which serves a two-fold purpose: without being overwhelmed by excessive information (i.e., mitigated information overload) and with credible information due to the trust placed on the information provider (i.e., increased information credibility). Therefore, trust is crucial in helping social media users collect relevant and reliable information, and trust in social media is a research topic of increasing importance and of practical significance. This book takes a computational perspective to offer an overview of characteristics and elements of trust and illuminate a wide range of computational tasks of trust. It introduces basic concepts, deliberates challenges and opportunities, reviews state-of-the-art algorithms, and elaborates effective evaluation methods in the trust study. In particular, we illustrate properties and representation models of trust, elucidate trust prediction with representative algorithms, and demonstrate real-world applications where trust is explicitly used. As a new dimension of the trust study, we discuss the concept of distrust and its roles in trust computing.
