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Do social media undermine social cohesion? A critical review
We evaluate the empirical evidence interrogating the question of whether social media
erodes social cohesion. We look at how networks, information exchange, and norms operate …
erodes social cohesion. We look at how networks, information exchange, and norms operate …
Three gaps in computational text analysis methods for social sciences: A research agenda
We identify three gaps that limit the utility and obstruct the progress of computational text
analysis methods (CTAM) for social science research. First, we contend that CTAM …
analysis methods (CTAM) for social science research. First, we contend that CTAM …
A topic modeling comparison between lda, nmf, top2vec, and bertopic to demystify twitter posts
The richness of social media data has opened a new avenue for social science research to
gain insights into human behaviors and experiences. In particular, emerging data-driven …
gain insights into human behaviors and experiences. In particular, emerging data-driven …
We are all theorists of technology now: A relational perspective on emerging technology and organizing
Technologies are changing at a rapid pace and in unpredictable ways. The scale of their
impact is also far-reaching. Technologies such as artificial intelligence, data analytics …
impact is also far-reaching. Technologies such as artificial intelligence, data analytics …
The pushshift reddit dataset
Social media data has become crucial to the advancement of scientific understanding.
However, even though it has become ubiquitous, just collecting large-scale social media …
However, even though it has become ubiquitous, just collecting large-scale social media …
Big data surveillance: The case of policing
S Brayne - American sociological review, 2017 - journals.sagepub.com
This article examines the intersection of two structural developments: the growth of
surveillance and the rise of “big data.” Drawing on observations and interviews conducted …
surveillance and the rise of “big data.” Drawing on observations and interviews conducted …
Meaningful measures of human society in the twenty-first century
Science rarely proceeds beyond what scientists can observe and measure, and sometimes
what can be observed proceeds far ahead of scientific understanding. The twenty-first …
what can be observed proceeds far ahead of scientific understanding. The twenty-first …
A Delphi study to build consensus on the definition and use of big data in obesity research
Background 'Big data'has great potential to help address the global health challenge of
obesity. However, lack of clarity with regard to the definition of big data and frameworks for …
obesity. However, lack of clarity with regard to the definition of big data and frameworks for …
Social data: Biases, methodological pitfalls, and ethical boundaries
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …
between people, and behavioral traces—are at the core of popular applications and …
What's new with numbers? Sociological approaches to the study of quantification
A Mennicken, WN Espeland - Annual review of sociology, 2019 - annualreviews.org
Calculation and quantification have been critical features of modern societies, closely linked
to science, markets, and administration. In the past thirty years, the pace, purpose, and …
to science, markets, and administration. In the past thirty years, the pace, purpose, and …