Social Multimedia Signals A Signal Processing Approach to Social Net
Social Multimedia Signals is intended for those whose interest is to study the Social Web and develop automated tools to analyze it better. It is especially useful for researchers experienced with signal processing or multimedia analysis but have little e
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Social Multimedia Signals A Signal Processing Approach to Social Network Phenomena
Social Multimedia Signals
Suman Deb Roy · Wenjun Zeng
Social Multimedia Signals A Signal Processing Approach to Social Network Phenomena
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Suman Deb Roy Betaworks New York, NY USA
Wenjun Zeng Department of Computer Science University of Missouri Columbia, MO USA
ISBN 978-3-319-09116-7 ISBN 978-3-319-09117-4 (eBook) DOI 10.1007/978-3-319-09117-4 Library of Congress Control Number: 2014945344 Springer Cham Heidelberg New York Dordrecht London © Springer International Publishing Switzerland 2015 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)
Preface
In the 1990s, we noticed that the World Wide Web has had a game-changing impact on humanity. By the year 2010, we realized that it was the Social Web that would end up disrupting traditional industries and affecting human physiology irreversibly. More than a decade into the twenty-first century, we are still scratching the surface of the enormous data generation engine that is the Social Web. This book covers three unique ideas in the age of the Social Web. First, there is abundant multimedia added to the Social Web every day. User activity on such multimedia data generates quantifiable social multimedia signals over time. Seco
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