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The book Analyzing Social Media Networks with NodeXL: Insights from a connected world is now available [Amazon] from Morgan-Kaufman. Co-authored by Professor Derek Hansen (College of Information Studies) and Professor Ben Shneiderman (Computer Science/Human Computer Interaction Lab) from the University of Maryland and Marc Smith from Connected Action, the book is a introduction and guide to the application of social network analysis to social media. The introductory chapters introduce the history and concepts of social network analysis an the varieties of social media, highlighting the presence of a common data structure, the network, in otherwise diverse social media systems including email, Twitter, Facebook, the WWW, Wikis, Blogs, flickr, an YouTube. The central section of the book reviews a step-by-step guide to using the key features of NodeXL, the free and open social media network analysis add-in for Excel 2007 and 2010. Readers can move from simple hand entered networks of a few nodes up to complex graphs extracted from a variety of social media services. The remainder of the book are focused chapters dedicated to analyzing the networks found within a specific social media service. These chapters were contributed by leading social media researchers and illustrate the insights that can be extracted from the otherwise disorganized stream of messages, tweets, posts, comments, links, likes, tags, friends, follows, mentions, replies and ratings. A recent article about the book can be found on the Morgan-Kaufmann website.
Table of contents…
I. Getting Started with Analyzing Social Media Networks
[Chapter 1]: Introduction to Social Media and Social Networks
[Chapter 2]: Social media: New Technologies of Collaboration
[Chapter 3]: Social Network Analysis: Measuring, Mapping, and Modeling Collections of Connections
II. NodeXL Tutorial: Learning by Doing
[Chapter 4]: Getting Started with NodeXL, Layout, Visual Design, and Labeling
[Chapter 5]: Calculating and Visualizing Network Metrics
[Chapter 6]: Preparing Data and Filtering
[Chapter 7]: Clustering and Grouping
III Social Media Network Analysis Case Studies
[Chapter 8]: Email: The Lifeblood of Modern Communication
[Chapter 9]: Thread Networks: Mapping Message Boards and Email Lists
[Chapter 10]: Twitter: Conversation, Entertainment and Information, All in One Network!
By Vladimir Barash and Scott Golder
[Chapter 11]: Visualizing and Interpreting Facebook Networks
By Bernie Hogan
[Chapter 12]: WWW Hyperlink Networks
By Robert Ackland
[Chapter 13]: Flickr: Linking People, Photos, and Tags
By Eduarda Mendes Rodrigues and Natasa Milic-Frayling
[Chapter 14]: YouTube: Contrasting Patterns of Interaction and Prominence
By Dana Rotman and Jennifer Golbeck
[Chapter 15]: Wiki Networks: Networks of Creativity and Collaboration
By Howard T. Welser, Patrick Underwood, Dan Cosley, Derek Hansen, and Laura Black
About Marc Smith
Chief Social Scientist
[email protected]
Connected Action Group
Marc Smith on Twitter
Marc on Delicious
NodeXL
Marc Smith is a sociologist specializing in the social organization of online communities and computer mediated interaction. He founded and managed the Community Technologies Group at Microsoft Research in Redmond, Washington and led the development of social media reporting and analysis tools for Telligent Systems. Smith leads the Connected Action consulting group and lives and works in Silicon Valley, California. Smith co-founded the Social Media Research Foundation (http://www.smrfoundation.org/), a non-profit devoted to open tools, data, and scholarship related to social media research.
Smith is the co-editor with Peter Kollock of Communities in Cyberspace (Routledge), a collection of essays exploring the ways identity; interaction and social order develop in online groups. Along with Derek Hansen and Ben Shneiderman, he is the co-author and editor of Analyzing Social Media Networks with NodeXL: Insights from a connected world, forthcoming from Morgan-Kaufmann in July 2010 which is a guide to mapping connections created through computer-mediated interactions.
Smith's research focuses on computer-mediated collective action: the ways group dynamics change when they take place in and through social cyberspaces. Many "groups" in cyberspace produce public goods and organize themselves in the form of a commons (for related papers see: http://www.connectedaction.net/marc-smith/). Smith's goal is to visualize these social cyberspaces, mapping and measuring their structure, dynamics and life cycles. At Microsoft, he developed the "Netscan" web application and data mining engine that allows researchers studying Usenet newsgroups and related repositories of threaded conversations to get reports on the rates of posting, posters, crossposting, thread length and frequency distributions of activity. Smith applied this work to the development of a generalized community analysis platform for Telligent, providing a web based system for groups of all sizes to discuss and publish their material to the web and analyze the emergent trends that result. He contributes to the open and free NodeXL project (http://www.codeplex.com/nodexl) that adds social network analysis features to the familiar Excel spreadsheet. A tutorial on social network analysis is evolving into a book and is freely available (http://casci.umd.edu/NodeXL_Teaching). NodeXL enables social network analysis of email, twitter, flickr, www, facebook and other network data sets.
The Connected Action consulting group (http://www.connectedaction.net) applies social science methods in general and social network analysis techniques in particular to enterprise and internet social media usage. SNA analysis of data from message boards, blogs, wikis, friend networks, and shared file systems can reveal insights into organizations and processes. Community managers can gain actionable insights into the volumes of community content created in their social media repositories. Mobile social software applications can visualize patterns of association that are otherwise invisible.
Smith received a B.S. in International Area Studies from Drexel University in Philadelphia in 1988, an M.Phil. in social theory from Cambridge University in 1990, and a Ph.D. in Sociology from UCLA in 2001. He is an affiliate faculty at the Department of Sociology at the University of Washington and the College of Information Studies at the University of Maryland. Smith is also a Distinguished Visiting Scholar at the Media-X Program at Stanford University.