Social Media Modeling And Computing

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Social Media Modeling and Computing

Author : Steven C.H. Hoi
Publisher : Springer Science & Business Media
ISBN 13 : 0857294369
Total Pages : 288 pages
Book Rating : 4.8/5 (572 download)

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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.

Information Spread in a Social Media Age

Author : Michael Muhlmeyer
Publisher : CRC Press
ISBN 13 : 0429554400
Total Pages : 279 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Information Spread in a Social Media Age by : Michael Muhlmeyer

Download or read book Information Spread in a Social Media Age written by Michael Muhlmeyer and published by CRC Press. This book was released on 2021-03-30 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces the topic gently and intuitively with ample famous examples and case studies Develops and explains intuitively the information flow models, and thereafter builds the control theory for information management and propagation Includes mathematical treatment of information spread and fake news epidemics and step by step development of modeling framework Discusses Control methods and application examples Borrows from multiple disciplines and sub-disciplines and tries to create a new unified structure for digital information spread and control

Social Computing and Social Media

Author : Gabriele Meiselwitz
Publisher : Springer
ISBN 13 : 3319399101
Total Pages : 481 pages
Book Rating : 4.3/5 (193 download)

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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 2016-07-04 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Social Computing and Social Media, SCSM 2016, held as part of the 18th International Conference on Human-Computer Interaction, HCII 2016, held in Toronto, ON, Canada, in July 2016. The total of 1287 papers and 186 posters presented at the HCII 2016 conferences were carefully reviewed and selected from 4354 submissions. The papers 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 43 contributions included in the SCSM 2016 proceedings were organized in the following topical sections: designing and developing social media; users behaviour in social media; social media, policy, politics and engagement; social network analysis; social media in learning and collaboration; and enterprise social media.

Modeling Information Diffusion in Online Social Networks with Partial Differential Equations

Author : Haiyan Wang
Publisher : Springer Nature
ISBN 13 : 3030388522
Total Pages : 153 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Modeling Information Diffusion in Online Social Networks with Partial Differential Equations by : Haiyan Wang

Download or read book Modeling Information Diffusion in Online Social Networks with Partial Differential Equations written by Haiyan Wang and published by Springer Nature. This book was released on 2020-03-16 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book lies at the interface of mathematics, social media analysis, and data science. Its authors aim to introduce a new dynamic modeling approach to the use of partial differential equations for describing information diffusion over online social networks. The eigenvalues and eigenvectors of the Laplacian matrix for the underlying social network are used to find communities (clusters) of online users. Once these clusters are embedded in a Euclidean space, the mathematical models, which are reaction-diffusion equations, are developed based on intuitive social distances between clusters within the Euclidean space. The models are validated with data from major social media such as Twitter. In addition, mathematical analysis of these models is applied, revealing insights into information flow on social media. Two applications with geocoded Twitter data are included in the book: one describing the social movement in Twitter during the Egyptian revolution in 2011 and another predicting influenza prevalence. The new approach advocates a paradigm shift for modeling information diffusion in online social networks and lays the theoretical groundwork for many spatio-temporal modeling problems in the big-data era.

Network-Oriented Modeling

Author : Jan Treur
Publisher : Springer
ISBN 13 : 3319452134
Total Pages : 501 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Network-Oriented Modeling by : Jan Treur

Download or read book Network-Oriented Modeling written by Jan Treur and published by Springer. This book was released on 2016-10-03 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a new approach that can be applied to complex, integrated individual and social human processes. It provides an alternative means of addressing complexity, better suited for its purpose than and effectively complementing traditional strategies involving isolation and separation assumptions. Network-oriented modeling allows high-level cognitive, affective and social models in the form of (cyclic) graphs to be constructed, which can be automatically transformed into executable simulation models. The modeling format used makes it easy to take into account theories and findings about complex cognitive and social processes, which often involve dynamics based on interrelating cycles. Accordingly, it makes it possible to address complex phenomena such as the integration of emotions within cognitive processes of all kinds, of internal simulations of the mental processes of others, and of social phenomena such as shared understandings and collective actions. A variety of sample models – including those for ownership of actions, fear and dreaming, the integration of emotions in joint decision-making based on empathic understanding, and evolving social networks – illustrate the potential of the approach. Dedicated software is available to support building models in a conceptual or graphical manner, transforming them into an executable format and performing simulation experiments. The majority of the material presented has been used and positively evaluated by undergraduate and graduate students and researchers in the cognitive, social and AI domains. Given its detailed coverage, the book is ideally suited as an introduction for graduate and undergraduate students in many different multidisciplinary fields involving cognitive, affective, social, biological, and neuroscience domains.

Analyzing Social Media Networks with NodeXL

Author : Derek Hansen
Publisher : Morgan Kaufmann
ISBN 13 : 0123822300
Total Pages : 301 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Analyzing Social Media Networks with NodeXL by : Derek Hansen

Download or read book Analyzing Social Media Networks with NodeXL written by Derek Hansen and published by Morgan Kaufmann. This book was released on 2010-09-14 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing Social Media Networks with NodeXL offers backgrounds in information studies, computer science, and sociology. This book is divided into three parts: analyzing social media, NodeXL tutorial, and social-media network analysis case studies. Part I provides background in the history and concepts of social media and social networks. Also included here is social network analysis, which flows from measuring, to mapping, and modeling collections of connections. The next part focuses on the detailed operation of the free and open-source NodeXL extension of Microsoft Excel, which is used in all exercises throughout this book. In the final part, each chapter presents one form of social media, such as e-mail, Twitter, Facebook, Flickr, and Youtube. In addition, there are descriptions of each system, the nature of networks when people interact, and types of analysis for identifying people, documents, groups, and events. - Walks you through NodeXL, while explaining the theory and development behind each step, providing takeaways that can apply to any SNA - Demonstrates how visual analytics research can be applied to SNA tools for the mass market - Includes case studies from researchers who use NodeXL on popular networks like email, Facebook, Twitter, and wikis - Download companion materials and resources at https://nodexl.codeplex.com/documentation

Modeling Trust Context in Networks

Author : Sibel Adali
Publisher : Springer
ISBN 13 : 9781461470304
Total Pages : 0 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Modeling Trust Context in Networks by : Sibel Adali

Download or read book Modeling Trust Context in Networks written by Sibel Adali and published by Springer. This book was released on 2013-04-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: We make complex decisions every day, requiring trust in many different entities for different reasons. These decisions are not made by combining many isolated trust evaluations. Many interlocking factors play a role, each dynamically impacting the others. In this brief, "trust context" is defined as the system level description of how the trust evaluation process unfolds. Networks today are part of almost all human activity, supporting and shaping it. Applications increasingly incorporate new interdependencies and new trust contexts. Social networks connect people and organizations throughout the globe in cooperative and competitive activities. Information is created and consumed at a global scale. Systems, devices, and sensors create and process data, manage physical systems, and participate in interactions with other entities, people and systems alike. To study trust in such applications, we need a multi-disciplinary approach. This book reviews the components of the trust context through a broad review of recent literature in many different fields of study. Common threads relevant to the trust context across many application domains are also illustrated. Illustrations in the text © 2013 Aaron Hertzmann. www.dgp.toronto.edu/~hertzman

Cross-Disciplinary Advances in Human Computer Interaction: User Modeling, Social Computing, and Adaptive Interfaces

Author : Zaphiris, Panayiotis
Publisher : IGI Global
ISBN 13 : 1605661430
Total Pages : 472 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Cross-Disciplinary Advances in Human Computer Interaction: User Modeling, Social Computing, and Adaptive Interfaces by : Zaphiris, Panayiotis

Download or read book Cross-Disciplinary Advances in Human Computer Interaction: User Modeling, Social Computing, and Adaptive Interfaces written by Zaphiris, Panayiotis and published by IGI Global. This book was released on 2009-01-31 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book develops new models and methodologies for describing user behavior, analyzing their needs and expectations and thus successfully designing user friendly systems"--Provided by publisher.

Simulation in Computer Network Design and Modeling: Use and Analysis

Author : Al-Bahadili, Hussein
Publisher : IGI Global
ISBN 13 : 1466601922
Total Pages : 582 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Simulation in Computer Network Design and Modeling: Use and Analysis by : Al-Bahadili, Hussein

Download or read book Simulation in Computer Network Design and Modeling: Use and Analysis written by Al-Bahadili, Hussein and published by IGI Global. This book was released on 2012-02-29 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book reviews methodologies in computer network simulation and modeling, illustrates the benefits of simulation in computer networks design, modeling, and analysis, and identifies the main issues that face efficient and effective computer network simulation"--Provided by publisher.

Behavior Computing

Author : Longbing Cao
Publisher : Springer Science & Business Media
ISBN 13 : 1447129695
Total Pages : 371 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Behavior Computing by : Longbing Cao

Download or read book Behavior Computing written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2012-04-10 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence. With contributions from leading researchers in this emerging field Behavior Computing: Modeling, Analysis, Mining and Decision includes chapters on: representation and modeling behaviors; behavior ontology; behaviour analysis; behaviour pattern mining; clustering complex behaviors; classification of complex behaviors; behaviour impact analysis; social behaviour analysis; organizational behaviour analysis; and behaviour computing applications. Behavior Computing: Modeling, Analysis, Mining and Decision provides a dedicated source of reference for the theory and applications of behavior informatics and behavior computing. Researchers, research students and practitioners in behavior studies, including computer science, behavioral science, and social science communities will find this state of the art volume invaluable.

Modeling with Data

Author : Ben Klemens
Publisher : Princeton University Press
ISBN 13 : 1400828740
Total Pages : 471 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Modeling with Data by : Ben Klemens

Download or read book Modeling with Data written by Ben Klemens and published by Princeton University Press. This book was released on 2008-10-06 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling with Data fully explains how to execute computationally intensive analyses on very large data sets, showing readers how to determine the best methods for solving a variety of different problems, how to create and debug statistical models, and how to run an analysis and evaluate the results. Ben Klemens introduces a set of open and unlimited tools, and uses them to demonstrate data management, analysis, and simulation techniques essential for dealing with large data sets and computationally intensive procedures. He then demonstrates how to easily apply these tools to the many threads of statistical technique, including classical, Bayesian, maximum likelihood, and Monte Carlo methods. Klemens's accessible survey describes these models in a unified and nontraditional manner, providing alternative ways of looking at statistical concepts that often befuddle students. The book includes nearly one hundred sample programs of all kinds. Links to these programs will be available on this page at a later date. Modeling with Data will interest anyone looking for a comprehensive guide to these powerful statistical tools, including researchers and graduate students in the social sciences, biology, engineering, economics, and applied mathematics.

Social Phenomena

Author : Bruno Gonçalves
Publisher : Springer
ISBN 13 : 3319140116
Total Pages : 263 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Social Phenomena by : Bruno Gonçalves

Download or read book Social Phenomena written by Bruno Gonçalves and published by Springer. This book was released on 2015-08-14 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the new possibilities and approaches to social modeling currently being made possible by an unprecedented variety of datasets generated by our interactions with modern technologies. This area has witnessed a veritable explosion of activity over the last few years, yielding many interesting and useful results. Our aim is to provide an overview of the state of the art in this area of research, merging an extremely heterogeneous array of datasets and models. Social Phenomena: From Data Analysis to Models is divided into two parts. Part I deals with modeling social behavior under normal conditions: How we live, travel, collaborate and interact with each other in our daily lives. Part II deals with societal behavior under exceptional conditions: Protests, armed insurgencies, terrorist attacks, and reactions to infectious diseases. This book offers an overview of one of the most fertile emerging fields bringing together practitioners from scientific communities as diverse as social sciences, physics and computer science. We hope to not only provide an unifying framework to understand and characterize social phenomena, but also to help foster the dialogue between researchers working on similar problems from different fields and perspectives.

Social Media Mining

Author : Reza Zafarani
Publisher : Cambridge University Press
ISBN 13 : 1107018854
Total Pages : 337 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Social Media Mining by : Reza Zafarani

Download or read book Social Media Mining written by Reza Zafarani and published by Cambridge University Press. This book was released on 2014-04-28 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrates social media, social network analysis, and data mining to provide an understanding of the potentials of social media mining.

Network Models for Data Science

Author : Alan Julian Izenman
Publisher : Cambridge University Press
ISBN 13 : 1108835767
Total Pages : 501 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Network Models for Data Science by : Alan Julian Izenman

Download or read book Network Models for Data Science written by Alan Julian Izenman and published by Cambridge University Press. This book was released on 2022-12-31 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to describe modern methods for analyzing complex networks arising from a wide range of disciplines.

Social Computing, Behavioral-Cultural Modeling and Prediction

Author : Ariel M. Greenberg
Publisher : Springer
ISBN 13 : 3642372104
Total Pages : 550 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Social Computing, Behavioral-Cultural Modeling and Prediction by : Ariel M. Greenberg

Download or read book Social Computing, Behavioral-Cultural Modeling and Prediction written by Ariel M. Greenberg and published by Springer. This book was released on 2013-03-02 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 6th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2013, held in Washington, DC, USA in April 2013. The total of 57 contributions, which consists of papers and posters, included in this volume was carefully reviewed and selected from 137 submissions. This conference is strongly committed to multidisciplinarity, consistent with recent trends in computational social science and related fields. The topics covered are: behavioral science, health sciences, military science and information science. There are also many papers that provide methodological innovation as well as new domain-specific findings.

Social Computing, Behavioral-Cultural Modeling and Prediction

Author : Shanchieh Jay Yang
Publisher : Springer
ISBN 13 : 3642290477
Total Pages : 379 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Social Computing, Behavioral-Cultural Modeling and Prediction by : Shanchieh Jay Yang

Download or read book Social Computing, Behavioral-Cultural Modeling and Prediction written by Shanchieh Jay Yang and published by Springer. This book was released on 2012-03-20 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, held in College Park, MD, USA, in April 2012. The 43 revised papers presented in this volume were carefully reviewed and selected from 76 submissions. The papers cover a wide range of topics including economics, public health, and terrorist activities, as well as utilize a broad variety of methodologies, e.g., machine learning, cultural modeling and cognitive modeling.

Intelligent Scene Modeling and Human-Computer Interaction

Author : Nadia Magnenat Thalmann
Publisher : Springer Nature
ISBN 13 : 3030710025
Total Pages : 284 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Intelligent Scene Modeling and Human-Computer Interaction by : Nadia Magnenat Thalmann

Download or read book Intelligent Scene Modeling and Human-Computer Interaction written by Nadia Magnenat Thalmann and published by Springer Nature. This book was released on 2021-06-08 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book is one of the first to describe how Autonomous Virtual Humans and Social Robots can interact with real people and be aware of the surrounding world using machine learning and AI. It includes: · Many algorithms related to the awareness of the surrounding world such as the recognition of objects, the interpretation of various sources of data provided by cameras, microphones, and wearable sensors · Deep Learning Methods to provide solutions to Visual Attention, Quality Perception, and Visual Material Recognition · How Face Recognition and Speech Synthesis will replace the traditional mouse and keyboard interfaces · Semantic modeling and rendering and shows how these domains play an important role in Virtual and Augmented Reality Applications. Intelligent Scene Modeling and Human-Computer Interaction explains how to understand the composition and build very complex scenes and emphasizes the semantic methods needed to have an intelligent interaction with them. It offers readers a unique opportunity to comprehend the rapid changes and continuous development in the fields of Intelligent Scene Modeling.