Produktbild: Social Media Surveys

Social Media Surveys

93,99 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

04.10.2013

Verlag

John Wiley & Sons

Seitenzahl

360

Maße (L/B/H)

23,4/15,6/2 cm

Gewicht

550 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-118-37973-8

Beschreibung

Rezension

"This book is a must read for any researcher who wants to make use of social media data; it is incisive, instructive, easy to read and, above all, fascinating." ( Social Research Association , 1 June 2014)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

04.10.2013

Verlag

John Wiley & Sons

Seitenzahl

360

Maße (L/B/H)

23,4/15,6/2 cm

Gewicht

550 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-118-37973-8

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Social Media Surveys
  • List of Figures xiii
     
    List of Tables xvii
     
    Contributors xix
     
    Preface xxi
     
    Acknowledgments xxv
     
    1. Social Media, Sociality, and Survey Research 1
    Joe Murphy, Craig A. Hill, and Elizabeth Dean
     
    What Is Social Media? 2
     
    Social Media Origins 6
     
    Social Networking Sites and Platforms 6
     
    Blogs 8
     
    Twitter 8
     
    Facebook 9
     
    LinkedIn 9
     
    Second Life 9
     
    Other Social Networking Platforms and Functionalities 10
     
    Why Should Survey Researchers Be Interested in Social Media? 11
     
    The Current State of Survey Research 11
     
    Falling Response Rates 11
     
    Frame Coverage Errors 13
     
    The Coming Age of Ubiquity 14
     
    Public vs. Private Data 17
     
    Social Media Interaction: Next Wave (or Subwave)? 18
     
    Adding Social Media to the Survey Research Toolbox 21
     
    Toward Using the Concept of Sociality in Survey Research of the Future 22
     
    How Can Survey Researchers Use Social Media Data? 26
     
    References 28

    2. Sentiment Analysis: Providing Categorical Insight into Unstructured Textual Data 35
    Carol Haney
     
    Describing Emotional or Subjective Feeling in Textual Data 36
     
    Definition of Machine-Augmented Sentiment Analysis 37
     
    How Sentiment Analysis Is Used with Text Data 38
     
    Different Ways of Representing Sentiment 42
     
    Ordinal Scales 42
     
    Nominal Emotion Classification 43
     
    Neutral Sentiment 44
     
    Techniques for Determining Sentiment 44
     
    Precursors to Analysis 44
     
    Harvesting 46
     
    Structure and Understand 50
     
    Approaches to Determining Sentiment 51
     
    Machine-Coded Sentiment Analysis 51
     
    Human-Coded Sentiment Analysis 53
     
    Sentiment Analysis as a Subset of Text Analytics 54
     
    Current Limitations of Sentiment Analysis 57
     
    References 59
     
    3. Can Tweets Replace Polls? A U.S. Health-Care Reform Case Study 61
    Annice Kim, Joe Murphy, Ashley Richards, Heather Hansen, Rebecca Powell, and Carol Haney
     
    Methods 64
     
    Twitter Data 64
     
    Public Opinion About Health-Care Reform: Kaiser Health Tracking Poll 70
     
    Analysis 70
     
    Results 71
     
    RQ1: To What Extent Was Health-Care Reform Discussed on Twitter? 71
     
    RQ2: What Is the Distribution of Sentiment of Health-Care Reform Tweets? 74
     
    RQ3. Do Trends in the Sentiment of Tweets About Health-Care Reform Correlate with Observed Trends
    in Public Opinion About Health-Care Reform from Nationally Representative Probability-Based Surveys? 75
     
    KFF Trends 75
     
    Comparison 77
     
    RQ4. What Are the Key Topics Discussed in Health-Care Reform Tweets? 78
     
    Discussion 80
     
    Conclusions 84
     
    References 85
     
    4. The Facebook Platform and the Future of Social Research 87
    Adam Sage
     
    The Changing Web: From Searchable to Social 88
     
    Digital and Digitized Data 93
     
    The Case for Facebook Integration 94
     
    Data and the Graph API 97
     
    Facebook Applications 99
     
    Social Plugins 103
     
    The Future, Mobile Apps, and the Ever Increasing Complexity of the Social Graph 104
     
    References 104
     
    5. Virtual Cognitive Interviewing Using Skype and Second Life 107
    Elizabeth Dean, Brian Head, and Jodi Swicegood
     
    Brief Background on Cognitive Interviews 108
     
    Cognitive Interviewing Current Practice 109
     
    Practitioners' Techniques 109
     
    Cognitive Interviews in Practice: Present and Future 112
     
    Second Life for Survey Research 114
     
    Methods 115