Cover for Analyzing the Social Web

Analyzing the Social Web

Book2013

Authors:

Jennifer Golbeck

Analyzing the Social Web

Book2013

 

Cover for Analyzing the Social Web

Authors:

Jennifer Golbeck

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Book description

Analyzing the Social Web provides a framework for the analysis of public data currently available and being generated by social networks and social media, like Facebook, Twitter, ... read full description

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Table of contents

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  2. Book chapterNo access

    Chapter 1 - Introduction

    Pages 1-7

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    Chapter 2 - Nodes, Edges, and Network Measures

    Pages 9-23

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    Chapter 3 - Network Structure and Measures

    Pages 25-44

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    Chapter 4 - Network Visualization

    Pages 45-62

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    Chapter 5 - Tie Strength

    Pages 63-73

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    Chapter 6 - Trust

    Pages 75-89

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    Chapter 7 - Understanding Structure Through User Attributes and Behavior

    Pages 91-105

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    Chapter 8 - Building Networks

    Pages 107-123

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    Chapter 9 - Entity Resolution and Link Prediction

    Pages 125-149

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    Chapter 10 - Propagation in Networks

    Pages 151-168

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    Chapter 11 - Community-Maintained Resources

    Pages 169-178

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    Chapter 12 - Location-Based Social Interaction

    Pages 179-190

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    Chapter 13 - Social Information Filtering

    Pages 191-201

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    Chapter 14 - Social Media in the Public Sector

    Pages 203-212

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    Chapter 15 - Business Use of Social Media

    Pages 213-221

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    Chapter 16 - Privacy

    Pages 223-235

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    Chapter 17 - Case Study: Social Network Strategies for Surviving the Zombie Apocalypse

    Pages 237-247

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    References

    Pages 249-253

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    Glossary

    Pages 255-258

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    Index

    Pages 259-264

About the book

Description

Analyzing the Social Web provides a framework for the analysis of public data currently available and being generated by social networks and social media, like Facebook, Twitter, and Foursquare. Access and analysis of this public data about people and their connections to one another allows for new applications of traditional social network analysis techniques that let us identify things like who are the most important or influential people in a network, how things will spread through the network, and the nature of peoples' relationships. Analyzing the Social Web introduces you to these techniques, shows you their application to many different types of social media, and discusses how social media can be used as a tool for interacting with the online public.

Analyzing the Social Web provides a framework for the analysis of public data currently available and being generated by social networks and social media, like Facebook, Twitter, and Foursquare. Access and analysis of this public data about people and their connections to one another allows for new applications of traditional social network analysis techniques that let us identify things like who are the most important or influential people in a network, how things will spread through the network, and the nature of peoples' relationships. Analyzing the Social Web introduces you to these techniques, shows you their application to many different types of social media, and discusses how social media can be used as a tool for interacting with the online public.

Key Features

  • Presents interactive social applications on the web, and the types of analysis that are currently conducted in the study of social media.
  • Covers the basics of network structures for beginners, including measuring methods for describing nodes, edges, and parts of the network.
  • Discusses the major categories of social media applications or phenomena and shows how the techniques presented can be applied to analyze and understand the underlying data.
  • Provides an introduction to information visualization, particularly network visualization techniques, and methods for using them to identify interesting features in a network, generate hypotheses for analysis, and recognize patterns of behavior.
  • Includes a supporting website with lecture slides, exercises, and downloadable social network data sets that can be used can be used to apply the techniques presented in the book.
  • Presents interactive social applications on the web, and the types of analysis that are currently conducted in the study of social media.
  • Covers the basics of network structures for beginners, including measuring methods for describing nodes, edges, and parts of the network.
  • Discusses the major categories of social media applications or phenomena and shows how the techniques presented can be applied to analyze and understand the underlying data.
  • Provides an introduction to information visualization, particularly network visualization techniques, and methods for using them to identify interesting features in a network, generate hypotheses for analysis, and recognize patterns of behavior.
  • Includes a supporting website with lecture slides, exercises, and downloadable social network data sets that can be used can be used to apply the techniques presented in the book.

Details

ISBN

978-0-12-405531-5

Language

English

Published

2013

Copyright

Copyright © 2013 Elsevier Inc. All rights reserved.

Imprint

Morgan Kaufmann

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Authors

Jennifer Golbeck