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Social Monitoring for Public Health. Michael J. PaulЧитать онлайн книгу.

Social Monitoring for Public Health - Michael J. Paul


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      Copyright © 2017 by Morgan & Claypool

      All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means—electronic, mechanical, photocopy, recording, or any other except for brief quotations in printed reviews, without the prior permission of the publisher.

      Social Monitoring for Public Health

      Michael J. Paul and Mark Dredze

       www.morganclaypool.com

      ISBN: 9781681730950 paperback

      ISBN: 9781681730967 ebook

      DOI 10.2200/S00791ED1V01Y201707ICR060

      A Publication in the Morgan & Claypool Publishers series

       SYNTHESIS LECTURES ON INFORMATION CONCEPTS, RETRIEVAL, AND SERVICES

      Lecture #60

      Series Editor: Gary Marchionini, University of North Carolina at Chapel Hill

      Series ISSN

      Print 1947-945X Electronic 1947-9468

       Social Monitoring for Public Health

      Michael J. Paul

      University of Colorado

      Mark Dredze

      Johns Hopkins University

       SYNTHESIS LECTURES ON INFORMATION CONCEPTS, RETRIEVAL, AND SERVICES #60

       ABSTRACT

      Public health thrives on high-quality evidence, yet acquiring meaningful data on a population remains a central challenge of public health research and practice. Social monitoring, the analysis of social media and other user-generated web data, has brought advances in the way we leverage population data to understand health. Social media offers advantages over traditional data sources, including real-time data availability, ease of access, and reduced cost. Social media allows us to ask, and answer, questions we never thought possible.

      This book presents an overview of the progress on uses of social monitoring to study public health over the past decade. We explain available data sources, common methods, and survey research on social monitoring in a wide range of public health areas. Our examples come from topics such as disease surveillance, behavioral medicine, and mental health, among others. We explore the limitations and concerns of these methods. Our survey of this exciting new field of data-driven research lays out future research directions.

       KEYWORDS

      social media, web data, public health, data science

       For Dad. –MJPFor Chava, Gilah, Hadar, and Micah. –MHD

       Contents

       Preface

       Acknowledgments

       1 New Source of Big Data


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