SONIC hosts Take Our Daughters and Sons To Work Day visitors

The SONIC lab was bustling on April 28 with children visiting campus for Take Our Daughters and Sons to Work Day. SONIC led two workshops designed to teach children, ages 10-16, basic concepts in network science. The kids explored network concepts such as degree, balance, and brokerage by examining Harry Potter’s friendship network. Then, they had a chance to apply their newly-learned skills when they constructed their own friendship networks out of M&Ms and pretzel sticks. The workshops were a hit, and we’re hoping to see some of the participants back in a few years in the classes of 2016-2022!

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Noshir Contractor Presents at University of Missouri

SONIC director, Noshir Contractor, and Professor Stanley Wasserman, of Indiana University, present a special panel and discussion of social network analysis and application at University of Missouri.

The discussion centers on collaborative research and its organization, and will be held Wednesday, April 27, 1-3 p.m. in 572 Bond Life Sciences Center, at University of Missouri.

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Multidimensional Networks and the Dynamics of Sociomateriality in IJOC

SONIC director Noshir Contractor,  SONIC faculty member Paul M. Leonardi, and ANN collaborator,  Peter Monge, recently published an article in the International Journal of Communication, “Network Theory | Multidimensional Networks and the Dynamics of Sociomateriality: Bringing Technology Inside the Network.” The full article is available in PDF online at  http://ijoc.org/ojs/index.php/ijoc/article/view/1131/550.

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Network Multidimensionality Prologue in IJOC

SONIC director Noshir Contractor was recently published in the International Journal of Communication, publication entitled,  “Prologue to the Special Section: Network Multidimensionality in the Digital Age.” The prologue was written by University of Southern California professors  Manuel Castells and Peter Monge, and SONIC director Noshir Contractor. The PDF of the prologue is available online at: http://ijoc.org/ojs/index.php/ijoc/article/view/1103/554

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SSRN extracts and links citations

The Social Science Research Network has just announced the beta release of their citation extraction initiative.  This new large-scale citation data will be particularly interesting to those who study citation behavior, especially in the SSRN’s main fields of law and business.  The SSRN’s focus on working papers means that much of the work available is at the cutting edge of its field.  This allows for interesting comparative approaches studying the citation networks of peer-reviewed published works and working papers.

To view citation information visit SSRN, find a publication of interest and click the ‘references’ or ‘footnotes’ tab.  While not all of the papers have had their citation information extracted many have and more are being processed as the project progresses.

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Gold farming team wins best paper

The VWO Gold Farming team won the award for Best Paper at the Game Behind the Game conference hosted by Rutgers University’s School of Communication and Information. Our paper was titled “Mapping Gold Farming Back to Offline Clandestine Organizations: Methodological, Theoretical, and Ethical Challenges.” The abstract is below:

“Clandestine”, “covert”, “dark” and “illicit” organizations are primarily characterized by the need to engage in coordination and collective action while also emphasizing secrecy and security (Ayling, 2009). However, empirical analyses of offline clandestine organizations’ structures have received scant attention because traditional data collection is difficult by design. Studies of clandestine organizations employ methods which censor their embeddedness within particular historical contexts and larger licit spheres of  peripheral and legitimate actors. These studies rely on descriptive, single level methods. However, the explosion of behavioral data available in online databases has opened up new avenues of social research. To the extent that individuals in online worlds operate under similar social and psychological motivations and constraints as the offline world, it is possible to use generative models of clandestine networks from online virtual worlds to test and inform theories of clandestine networks in offline contexts (Williams, 2010). We use gold farmers in massively multiplayer online games (MMOGs) as a case to examine how clandestine organizations assemble and maintain their operations in the face of pressure to remain competitive and secret. We review our recent research findings employing methods in network analysis and machine learning to detect and identify gold farmers in a popular MMOG based on distinct structural motifs in trade exchanges, patterns of behavioral similarity, and appropriation of in-game affordances. Although  these findings on virtual clandestine organizations comport with many existing theoretical predictions as well as observations from offline criminal behavior, we discuss how they fail to map from online to offline in other contexts. Finally, we discuss the ethical implications of attempting to develop abstract heuristics for identifying clandestine behavior in data rich contexts and conclude by identifying future directions for analytic and theoretical research.

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