can mined social media provide insights into changing or ... · that the relationship between...
TRANSCRIPT
This project explores the influence of social media on perceptions and outcomes of three recent events -- two controversies surrounding the 2014 Winter Olympic Games held in Sochi, Russia and the March 2014 International Court of Justice ruling against Japanese “scientific” whaling as established by the International Whaling Commission (IWC) in 1986.
For more information on the Big Data initiative, media interest and our current collaborations please visit: http://www.oneonta.edu/bigdata
Funding has been made possible through 2 rounds of SUNY IITG technology grants awarded in 2012 and 2013.
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Social Media Hits on the Sochi Olympics via Trackur
These cases allow us both to examine “mainstream media” accounts juxtaposed with mined
social media (that may include “citizen journalist” accounts) that have occurred recently,
along with events that were initiated in the late 1980s, before the emergence of social media.
Therefore, this project should give some insight into the roles of social media in augmenting
social movements and into public debate over recent events in an environment saturated with
social media. While social scientists have recognized and established the agenda-setting
power of mass media for decades (McCombs, 2004), the possible significance of social
media in both understanding the perceptions and outcomes of events are much more
nebulous and arguably inadequately researched as of this writing. Bob (2005) notes that the
(in)capacity of an international group/social movement organization/religious body to
communicate its message via mass media and within popular culture can exert a significant
influence on the degree to which the perceived problem(s) in question becomes the topic of
public attention and possible (Western) governmental action. Further, scholars of social
movements have highlighted the strategic dimensions of interpreting , defining, and
redefining events in order to advance particular causes (Klandermans 1997). A central task of
social movement leaders is to mobilize support by linking specific grievances with larger
social currents and broader frames of meaning (Snow and Bedford 1992; Tarrow 1998). The
advent of social media makes both questions of agenda-setting and the expression of moral
claims (Lowe, 2006; 2010; Best, 2013) more complex to examine. Pentland (2014) argues
that social media is forcing social science to develop new methodologies; Bolt (2012) argues
that the relationship between agenda-setting and smaller claimsmakers has become more
dynamic as social media and other forms of electronic communication allow small groups
(such as activists and insurgents) to potentially reach larger audiences in ways previously
restricted by “gate-keeping” media. Naim (2013) argues that, on a societal level, social and
political power has become more difficult to retain. In keeping with middle-range theory
(Merton, 1968), this project hopes to contribute to partially understanding these dynamics
through examining the above controversies.
Can Mined Social Media Provide Insights Into Changing or Prevailing Public Perceptions of Current and Ongoing Controversies?
Sochi Olympics: LGBT and Stray Dogs
The Sochi 2014 Olympics were characterized by two controversies: recent legal and
political transformations in Russia that criminalized Lesbian/Gay/Bisexual/Transgendered
(LGBT) persons in Russia (and also placed LGBT Olympians in possible legal jeopardy)
and the publicized killing of stray dogs in Sochi, both to clear Sochi of these dogs and to
accommodate the expansion of the Olympic Village in which Olympians were housed.
International Court Ruling Against Scientific Whaling
The Controversies
Vidia Environment provided by U Buffalo Center for Computational Research Sample Data
The March 2014 International Court of Justice ruling against “scientific” whaling has
occurred after decades of petitions, protests and direction campaigns carried out by
organizations including Greenpeace and the Sea Shepherd Conservation Organization that
have contended that the annual Japanese whaling hunts in the Antarctic ocean, justified
under the clause in the 1986 International Whaling Convention that allowed for whaling for
scientific purposes, were in reality a deception perpetuated to permit illegal commercial
whaling.
Stray Dogs
LGBT "Rights Talk"
Lodging Conditions Chobani Yogurt
Terms Documents
Percent Terms Documents
Percent Terms Documents
Percent Terms Documents
Percent Terms Documents
Percent
dog 783 2.41% anti-gai 211 0.65% activist 205 0.63% bathroom 285 0.88% chobani 512 1.58
strai 540 1.66% gai 661 2.04% arrest 206 0.64% hotel 662 2.04% yogurt 511 1.58
lgbt 257 0.79% ban 243 0.75% shower 119 0.37%
boycott 101 0.31% toilet 275 0.85%
law 246 0.76%
protest 346 1.07%
racist 107 0.33%
right 382 1.18%
sum 1323 4.08% sum 1129 3.48% sum 1836 5.66% sum 1341 4.13% sum 1023 3.15%
Timeline of whaling controversy in the Antarctic /Southern Whale Sanctuaries
1986: International Whaling Commission (IWC) creates a “scientific clause” which allows for whaling if done for
scientific purposes; Japanese whaling begins in 1988
2002-3: First campaign by the Sea Shepherd Conservation Society to interfere/inhibit Japanese whaling on the
grounds that whaling is for recognized scientific purposes, and therefore is illegal
2008: Animal Planet begins broadcasting Whale Wars, a program depicting the efforts of the Sea Shepherds to
interfere with/prematurely end Japanese whaling in the Antarctic Whale Sanctuary
2014: International Court of Justice rules that Japan must cease whaling
Using “Big Data” The development of “Big Data” – including the explosive growth in the utilization of social media
and data collected around consumer behavior – has created opportunities for social scientific
research to gather and analyze information around a plethora of issues and controversies.
Members of the SUNY College at Oneonta “Big Data”Initiative have gathered data utilizing
Trackur (software that gathers “tweets” made through Twitter) and IBM Modeler data analytic
software. Team members have been collaborating with the Teaching Learning and Technology
Center at SUNY Oneonta along with the Center for Computational Research at SUNY Buffalo
to develop a method to “mine” the vast amounts of data available for analysis.