Connected Action

Sociology and the Internet, Social Media, and Mobile Social Software

Entries Tagged as 'Data Mining'

RWTH Aachen – Browse ACM conference networks over the web

December 19th, 2009 · No Comments

There are hundreds of conferences sponsored by the ACM on almost every topic related to computing.  In some cases the same person will publish a paper in more than one conference, creating a tie between them.  Below is a network map application that displays a collection of ACM conferences connected by this authorship tie: [...]

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Tags: Aachen · Data Mining · Interdisciplinary · Metrics · Research · Social Media · Social Network Analysis · Social network · University · Visualization · Web Application

Slides: NodeXL overview: social media network analysis

December 17th, 2009 · No Comments

Here is a recent slidedeck that provides an overview of NodeXL and social media network analysis.
2009 December NodeXL Overview
View more presentations from Marc Smith.

The deck illustrates the use of NodeXL to extract several social media networks from systems like twitter and facebook to generate maps of communities and identify people and objects in key locations.

Share [...]

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Tags: Collective Action · Connected Action · Data Mining · NodeXL · Research · Social Media · Social network · Twitter · Visualization

Book: Communities in Cyberspace – Ten Years Later

December 15th, 2009 · 4 Comments

When the late Peter Kollock and I published Communities in Cyberspace with Routledge in 1999 there were few broadband connections, no iPhones, and little WiFi.  Today, there is an ebook version of the book and Amazon sells a version for the Kindle, a device it was hard to even imagine when the book was written.  [...]

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Tags: Book · Collective Action · Common Goods · Community · Data Mining · Measuring social media · Metrics · Research · Social Media · Social Roles · Sociology

Call for Papers – ICWSM 2010 – Washington, D.C. May 23-26

December 14th, 2009 · No Comments

Here is the Call for Papers for the

Fourth International AAAI Conference on Weblogs and Social Media (ICWSM-10)
May 23-26, 2010
George Washington University, Washington, DC

Sponsored by the Association for the Advancement of Artificial Intelligence
IMPORTANT DATES:
Tutorial Proposals: December 1, 2009
Paper Submission: January 8, 2010
Poster/Demo Submission: January 8, 2010
Paper Acceptance: March 3, 2010
Poster/Demo Acceptance: March 3, 2010
Workshop [...]

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Tags: Conference · Data Mining · Ecology · Interdisciplinary · Measuring social media · Metrics · Papers · Research · Social Interaction · Social Media · Social network · Sociology · Talks · Technology

Mobile Web Africa – October 13-14, 2009, Johannesburg, South Africa

October 5th, 2009 · No Comments

Next week I will be attending and discussing mobile social media and social networks at the Mobile Web Africa conference in Johannesburg, South Africa. It is my first time to Africa and I am excited to both visit and to discuss how mobile networked devices can change social organizations.  Mobile devices are in many ways more [...]

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Tags: Conference · Data Mining · Ecology · Industry · Location · Measuring social media · Medical sensors · Mobile Devices · Mobile Social Software · NodeXL · Privacy · Sensors · Social Interaction · Social Media · Social Roles · Social network · Sociology · Talks

Bernie Hogan’s Facebook Social Network Data Provider and Visualization toolkit

September 12th, 2009 · 1 Comment

My colleague at the Oxford Internet Institute, Bernie Hogan, is working on tools that collect personal Facebook network data and visualize the connections among your friends.
Here is an example: http://twitpic.com/9rvfq

It provides a good illustration of the ways a person’s social network is clumped into clusters built around life phases, workplaces, educational institutions, teams and locations.  [...]

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Tags: Data Mining · Facebook · Measuring social media · Social Roles · Social network · Sociology · Visualization

Three papers on social media networks (and photos) at Social Computing 2009

September 12th, 2009 · No Comments

This weekend is the Social Computing 2009 conference in Vancouver, B.C.  It is a gathering of many people doing research on social media useage.  Many papers are about tagging systems, blogs, wikis, message boards, and social networking services.
Along with several co-authors, I contributed to three papers in this year’s conference:
First Steps to Netviz Nirvana
Bonsignore, E.M., [...]

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Tags: Collective Action · Community · Conference · Data Mining · Measuring social media · Metrics · NodeXL · Papers · Research · Shameless self-promotion · Social Interaction · Social Media · Social Roles · Social network · Sociology · Talks · Visualization

Book: E-Research: Transformation in Scholarly Practice

August 27th, 2009 · 2 Comments

A new book E-Research: Transformation in Scholarly Practice edited by Nicholas W. Jankowski on the ways social science research is being changed by the rise of social media has just been released by Routledge.  My colleagues and I contributed a chapter on the ways that information visualization of social media is a useful technique to [...]

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Tags: Book · Data Mining · Measuring social media · Metrics · Papers · Social Interaction · Social Media · Social Roles · Social network · Sociology

New Tutorial Available: Analyzing Social Media Networks: Learning by Doing with NodeXL

June 23rd, 2009 · No Comments

My colleagues Derek Hansen and Ben Shneiderman (University of Maryland) and I have just finished the second version of our tutorial/manual for the NodeXL social network analysis toolkit for Excel.
The latest version of the tutorial Analyzing Social Media Networks: Learning by Doing with NodeXL is now available from the University of Maryland Center for the [...]

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Tags: Collective Action · Data Mining · Measuring social media · Metrics · NodeXL · Social Interaction · Social Media · Social Roles · Social network · Sociology · Visualization

ICWSM 2009 – Pictures and Posters

May 21st, 2009 · No Comments

The recent 2009 ICWSM conference featured research into the nature of a wide range of social media.
Some highlights:
An Examination of Language Use in Online Dating Profiles
Meenakshi Nagarajan, Marti Hearst
Event Detection and Tracking in Social Streams
Hassan Sayyadi, Matthew Hurst, Alexey Maykov
Gephi: An Open Source Software for Exploring and Manipulating Networks
Mathieu Bastian, Sebastian Heymann, Mathieu Jacomy
Information Diffusion [...]

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Tags: Conference · Data Mining · Industry · Measuring social media · Metrics · Papers · Research · Social Media · Social network · Sociology

Liveblogging ICWSM 2009 – Day 2

May 19th, 2009 · No Comments

[Vladimir Barash is liveblogging the ICWSM conference]
10.30am A categorical model for discovering latent structure in social annotations (Said Kashoob)
Given a collection of web objects, users and tags, can we model the underlying tag generation process?
-Discover implict communities of interest?
-Categories of related tags?
-For given category, id most relevant objs for category
-compare categories
Initial thoughts: content-based topic modeling [...]

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Tags: Conference · Data Mining · Measuring social media · Metrics · Papers · Social Interaction · Social Media · Social Roles · Social network · Sociology · Talks · Technology

Liveblogging ICWSM 2009 – Day 1

May 18th, 2009 · 4 Comments

[Vladimir Barash is liveblogging the ICWSM conference]
9-10AM: A Tempest: Or, on the Flood of Interest in Sentiment Analysis, Opinion Mining, and the Computational Treatment of Subjective Language (Lillian Lee)
-Sentiment analysis using discussion structure: clasify speeches in US congressional floor debates as supporting or opposing proposed legislation -Individual doc classifier -agreement (degree) classifier for pairs of [...]

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Tags: Conference · Data Mining · Facebook · Interdisciplinary · Measuring social media · Papers · Research · Social Media · Sociology · Talks · Uncategorized

2009 ICWSM Poster – Distinguishing Knowledge vs Social Capital in Social Media with Roles and Context

May 17th, 2009 · 2 Comments

On Tuesday night Marc Smith and I will be presenting the poster for our paper, “Distinguishing Knowledge vs Social Capital in Social Media with Roles and Context” at the International Conference for Weblogs and Social Media. You can find the poster, co-authored with Marc Smith (Telligent Systems), Lise Getoor (University of Maryland) and [...]

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Tags: Collective Action · Community · Conference · Data Mining · Industry · Measuring social media · Metrics · NodeXL · Papers · Research · Social Interaction · Social Media · Social Roles · Social network · Sociology · Technology · Telligent · Visualization

Summer 2009 – Stanford Media X Workshop: New Metrics for New Media: Analytics for Social Media and Virtual Worlds

May 16th, 2009 · 1 Comment

I will lead a workshop with Martha Russell on social network analysis of social media as part of the Stanford Media X Summer Institute on New Metrics for New Media: Analytics for Social Media and Virtual Worlds this Summer.  I am looking forward to working with the folks at Media X which hosts a range of [...]

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Tags: Cultural Representations · Data Mining · Measuring social media · Metrics · Social Media · Social Roles · Sociology · Talks · Technology · Visualization

NodeXL v.79 enters the matrix

March 24th, 2009 · 1 Comment

There is a new version of NodeXL (v.79) available.
Please help build visibility for NodeXL on Digg by digging this link.

Many network analysts store their data in the form of a matrix in which each entity in the network is repeated as row and column headings.  Whenever two entities have a relationship a value is entered [...]

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Tags: Data Mining · NodeXL · Social Media · Social network · Sociology · Visualization