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Table of contents
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Chapter 1 - Introduction
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Chapter 2 - Nodes, Edges, and Network Measures
Pages 9-23 - Book chapterNo access
Chapter 3 - Network Structure and Measures
Pages 25-44 - Book chapterNo access
Chapter 4 - Network Visualization
Pages 45-62 - Book chapterNo access
Chapter 5 - Tie Strength
Pages 63-73 - Book chapterNo access
Chapter 6 - Trust
Pages 75-89 - Book chapterNo access
Chapter 7 - Understanding Structure Through User Attributes and Behavior
Pages 91-105 - Book chapterNo access
Chapter 8 - Building Networks
Pages 107-123 - Book chapterNo access
Chapter 9 - Entity Resolution and Link Prediction
Pages 125-149 - Book chapterNo access
Chapter 10 - Propagation in Networks
Pages 151-168 - Book chapterNo access
Chapter 11 - Community-Maintained Resources
Pages 169-178 - Book chapterNo access
Chapter 12 - Location-Based Social Interaction
Pages 179-190 - Book chapterNo access
Chapter 13 - Social Information Filtering
Pages 191-201 - Book chapterNo access
Chapter 14 - Social Media in the Public Sector
Pages 203-212 - Book chapterNo access
Chapter 15 - Business Use of Social Media
Pages 213-221 - Book chapterNo access
Chapter 16 - Privacy
Pages 223-235 - Book chapterNo access
Chapter 17 - Case Study: Social Network Strategies for Surviving the Zombie Apocalypse
Pages 237-247 - Book chapterNo access
References
Pages 249-253 - Book chapterNo access
Glossary
Pages 255-258 - Book chapterNo access
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