An Exploration of Social Media in Public Opinion Convergence: Elaboration Likelihood and Semantic Networks on Political Events

@article{Wu2011AnEO,
  title={An Exploration of Social Media in Public Opinion Convergence: Elaboration Likelihood and Semantic Networks on Political Events},
  author={Yi Wu and John Wong and Yimeng Deng and Klarissa Ting-Ting Chang},
  journal={2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing},
  year={2011},
  pages={903-910}
}
  • Yi Wu, J. Wong, K. Chang
  • Published 12 December 2011
  • Computer Science
  • 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing
This study investigated use of social media to enable public opinion convergence in activities with wide-scale interaction, such as in political events. Using theoretical foundations in elaboration likelihood, we explored the process of opinion convergence by analyzing Twitter data of Singapore General Election 2011. Our quantitative analyses showed that informative tweets were more effective than affective tweets in opinion convergence, and their interactive effect on social impact was… 

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References

SHOWING 1-10 OF 29 REFERENCES
Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment
TLDR
It is found that the mere number of messages mentioning a party reflects the election result, and joint mentions of two parties are in line with real world political ties and coalitions.
Why we twitter: understanding microblogging usage and communities
TLDR
It is found that people use microblogging to talk about their daily activities and to seek or share information and the user intentions associated at a community level are analyzed to show how users with similar intentions connect with each other.
The Social Calculus of Voting: Interpersonal, Media, and Organizational Influences on Presidential Choices
Voting choices are a product of both personal attitudes and social contexts, of a personal and a social calculus. Research has illuminated the personal calculus of voting, but the social calculus has
Sentiment in short strength detection informal text
TLDR
A new algorithm is partly filled with a new algorithm, SentiStrength, to extract sentiment strength from informal English text, using new methods to exploit the de facto grammars and spelling styles of cyberspace.
The emergence of online widescale interaction in unexpected events: assistance, alliance & retreat
TLDR
A group on a popular social networking site is examined as a virtual destination in the aftermath of the Northern Illinois University shootings of February 14, 2008 in relation to related activity that happened in response to the Virginia Tech tragedy 10 months earlier.
Web 2.0 and Politics: The 2008 U.S. Presidential Election and an E-Politics Research Agenda
TLDR
It is argued that IS is positioned to enhance understanding of the influence of the Internet on politics, and, more specifically, the process of election campaigning using Internet-based technologies such as Web 2.0.
How valuable is medical social media data? Content analysis of the medical web
From private attitude to public opinion: A dynamic theory of social impact.
A computer simulation modeled the change of attitudes in a population resulting from the interactive, reciprocal, and reeursive operation of Latan~'s (198 I) theory of social impact, which specifies
The Social Impact of Majorities and Minorities.
Previous theorizing about social influence processes has led to the emergence of two research traditions, each focusing on only a subset of influence situations. Research on conformity looks at the
Text analysis for the social sciences : methods for drawing statistical inferences from texts and transcripts
TLDR
A Theoretical Map for Selecting Among Text Analysis Methods and an Application of the Network Approach to the Dutch Press.
...
1
2
3
...