Sandra González-Bailón

University of Pennsylvania - Annenberg School for Communication

Associate Professor

Philadelphia, PA

United States

http://https://dimenet.asc.upenn.edu/people/sgonzalezbailon/

SCHOLARLY PAPERS

16

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CITATIONS
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31

Scholarly Papers (16)

1.

Assessing the Bias in Samples of Large Online Networks

Forthcoming in Social Networks
Number of pages: 45 Posted: 04 Dec 2012 Last Revised: 10 Dec 2014
University of Pennsylvania - Annenberg School for Communication, University of Oxford - Oxford Internet Institute, University of Zaragoza, Qatar Computing Research Institute and University of Zaragoza
Downloads 908 (24,552)
Citation 12

Abstract:

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social media, Twitter, political communication, social protests, social networking sites, measurement error, graph comparison

2.

Social Science in the Era of Big Data

Policy & Internet, Forthcoming
Number of pages: 16 Posted: 24 Mar 2013
Sandra González-Bailón
University of Pennsylvania - Annenberg School for Communication
Downloads 754 (31,807)
Citation 6

Abstract:

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networks, complexity, interactions, social influence, public opinion, governance

3.

Online Social Networks and Bottom-Up Politics

Forthcoming in Dutton, W.H. and Graham, M. (eds) Society and the Internet: How Information and Social Networks are Changing our Lives, Oxford: Oxford University Press
Number of pages: 14 Posted: 09 Apr 2013 Last Revised: 15 Aug 2013
Sandra González-Bailón
University of Pennsylvania - Annenberg School for Communication
Downloads 736 (32,845)
Citation 2

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new media, grassroots politics, collective action

4.

Broadcasters and Hidden Influentials in Online Protest Diffusion

American Behavioral Scientist, Forthcoming
Number of pages: 39 Posted: 08 Mar 2012 Last Revised: 21 Oct 2012
Sandra González-Bailón, Javier Borge-Holthoefer and Yamir Moreno
University of Pennsylvania - Annenberg School for Communication, Qatar Computing Research Institute and University of Zaragoza
Downloads 452 (61,938)
Citation 15

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networks, information diffusion, protests, collective action, social media

5.

Networked Discontent: The Anatomy of Protest Campaigns in Social Media

Forthcoming in Social Networks
Number of pages: 37 Posted: 22 May 2013 Last Revised: 22 Jul 2015
Sandra González-Bailón and Ning Wang
University of Pennsylvania - Annenberg School for Communication and University of Oxford - Oxford Internet Institute
Downloads 364 (80,094)
Citation 11

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social protests; online networks; structural constraint; modularity; digital media

6.

Networks of Audience Overlap in the Consumption of Digital News

Forthcoming in Journal of Communication
Number of pages: 35 Posted: 08 Sep 2017 Last Revised: 17 Nov 2017
Subhayan Mukerjee, Silvia Majo-Vazquez and Sandra González-Bailón
University of Pennsylvania, Annenberg School for Communication, University of Oxford - Reuters Institute for the Study of Journalism and University of Pennsylvania - Annenberg School for Communication
Downloads 331 (89,313)
Citation 4

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news; web; fragmentation; centralization; network analysis; legacy media; digital-born media

7.

Automated Content Analysis of Online Political Communication

In: 'Handbook of Digital Politics', Stephen Coleman and Deen Freelon (eds.), Forthcoming
Number of pages: 18 Posted: 07 Aug 2013 Last Revised: 30 Mar 2015
Ross Petchler and Sandra González-Bailón
University of Oxford - Oxford Internet Institute and University of Pennsylvania - Annenberg School for Communication
Downloads 321 (92,365)

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8.

The Backbone Structure of Audience Networks: A New Approach to Comparing Online News Consumption Across Countries

Political Communication, Forthcoming
Number of pages: 24 Posted: 19 Jun 2018 Last Revised: 19 Oct 2018
Silvia Majo-Vazquez, Rasmus Kleis Nielsen and Sandra González-Bailón
University of Oxford - Reuters Institute for the Study of Journalism, University of Oxford - Reuters Institute for the Study of Journalism and University of Pennsylvania - Annenberg School for Communication
Downloads 224 (134,557)

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online news, audience networks, fragmentation, comparative research, legacy media, digital-born media

9.

Emotions, Public Opinion and U.S. Presidential Approval Rates: A 5 Year Analysis of Online Political Discussions

Human Communication Research, Forthcoming
Number of pages: 40 Posted: 25 Nov 2011
Sandra González-Bailón, Rafael E. Banchs and Andreas Kaltenbrunner
University of Pennsylvania - Annenberg School for Communication, Institute for Infocomm Research and Barcelona Media
Downloads 190 (157,065)
Citation 1

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agenda setting, priming, public opinion, emotions, political discussions, online interactions, sentiment analysis, approval rates

10.

Scale, Time, and Activity Patterns: Advanced Methods for the Analysis of Online Networks

Forthcoming in Fielding, N., Lee, R., and Blank, G. (eds). Handbook of Online Research Methods, 2nd edition, Thousand Oaks: Sage.
Number of pages: 23 Posted: 07 Nov 2015
Javier Borge-Holthoefer and Sandra González-Bailón
Qatar Computing Research Institute and University of Pennsylvania - Annenberg School for Communication
Downloads 176 (168,280)
Citation 2

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network science; digital data; methods; communication

11.

Cascading Behaviour in Complex Socio-Technical Networks

Journal of Complex Networks, 2013, Forthcoming
Number of pages: 23 Posted: 22 Mar 2013 Last Revised: 27 Mar 2013
Javier Borge-Holthoefer, Raquel Baños, Sandra González-Bailón and Yamir Moreno
Qatar Computing Research Institute, University of Zaragoza, University of Pennsylvania - Annenberg School for Communication and University of Zaragoza
Downloads 170 (173,529)

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contagion, diffusion, social influence, computational social science, big data

12.

Network Effects in the Academic Market: Mechanisms for Hiring and Placing Ph.D.s in Communication (2007-2014)

Journal of Communication, Forthcoming.
Number of pages: 40 Posted: 16 Jan 2015 Last Revised: 30 Mar 2015
Bo Mai, Jiaying Liu and Sandra González-Bailón
University of Pennsylvania, University of Pennsylvania - Annenberg School for Communication and University of Pennsylvania - Annenberg School for Communication
Downloads 149 (194,019)
Citation 1

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organizational networks; tie formation; reciprocity; transitivity; cumulative advantage; ERGMs; path dependence

13.

Signals of Public Opinion in Online Communication: A Comparison of Methods and Data Sources

The Annals of the American Academy of Political and Social Science, Forthcoming
Number of pages: 23 Posted: 02 Feb 2015
Sandra González-Bailón and Georgios Paltoglou
University of Pennsylvania - Annenberg School for Communication and University of Wolverhampton
Downloads 121 (228,620)
Citation 3

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content analysis; text mining; sentiment analysis; information diversity; lexicon-based methods; machine learning

14.

The Emergence of Roles in Large-Scale Networks of Communication

Number of pages: 38 Posted: 25 Aug 2014 Last Revised: 14 Sep 2014
Sandra González-Bailón, Ning Wang and Javier Borge-Holthoefer
University of Pennsylvania - Annenberg School for Communication, University of Oxford - Oxford Internet Institute and Qatar Computing Research Institute
Downloads 43 (407,589)
Citation 1

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modularity, bridges, structural holes, structural equivalence, online networks

15.

Digital News and the Consumption of Political Information

Forthcoming, Mark Graham and William H. Dutton (eds). Society and the Internet. How Networks of Information and Communication are Changing Our Lives. Oxford: Oxford University Press.
Number of pages: 12 Posted: 05 Apr 2019
Silvia Majo-Vazquez and Sandra González-Bailón
University of Oxford - Reuters Institute for the Study of Journalism and University of Pennsylvania - Annenberg School for Communication
Downloads 26 (481,064)

Abstract:

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news, digital, networks, trace data

16.

What Counts as a Weak Tie? A Comparison of Filtering Techniques for Weighted Networks

Number of pages: 30 Posted: 07 May 2019
Subhayan Mukerjee, Tian Yang and Sandra González-Bailón
University of Pennsylvania, Annenberg School for Communication, University of Pennsylvania - Annenberg School for Communication and University of Pennsylvania - Annenberg School for Communication
Downloads 22 (503,160)

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bipartite networks, weighted graphs, thresholding, computational social science