Machine learning for sociology

M Molina, F Garip - Annual Review of Sociology, 2019 - annualreviews.org
Machine learning is a field at the intersection of statistics and computer science that uses
algorithms to extract information and knowledge from data. Its applications increasingly find …

Machine translation: Mining text for social theory

JA Evans, P Aceves - Annual review of sociology, 2016 - annualreviews.org
More of the social world lives within electronic text than ever before, from collective activity
on the web, social media, and instant messaging to online transactions, government …

[HTML][HTML] Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers …

X Chen, D Zou, G Cheng, H Xie - Computers & Education, 2020 - Elsevier
Computers & Education has been leading the field of computers in education for over 40
years, during which time it has developed into a well-known journal with significant …

Topic modeling in management research: Rendering new theory from textual data

TR Hannigan, RFJ Haans, K Vakili… - Academy of …, 2019 - journals.aom.org
Increasingly, management researchers are using topic modeling, a new method borrowed
from computer science, to reveal phenomenon-based constructs and grounded conceptual …

Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

H Jelodar, Y Wang, C Yuan, X Feng, X Jiang… - Multimedia tools and …, 2019 - Springer
Topic modeling is one of the most powerful techniques in text mining for data mining, latent
data discovery, and finding relationships among data and text documents. Researchers …

Election campaigning on social media: Politicians, audiences, and the mediation of political communication on Facebook and Twitter

S Stier, A Bleier, H Lietz… - Studying politics across …, 2020 - taylorfrancis.com
Although considerable research has concentrated on online campaigning, it is still unclear
how politicians use different social media platforms in political communication. Focusing on …

[HTML][HTML] Information fusion and artificial intelligence for smart healthcare: a bibliometric study

X Chen, H Xie, Z Li, G Cheng, M Leng… - Information Processing & …, 2023 - Elsevier
With the fast progress in information technologies and artificial intelligence (AI), smart
healthcare has gained considerable momentum. By using advanced technologies like AI …

The double‐edged sword of recombination in breakthrough innovation

S Kaplan, K Vakili - Strategic Management Journal, 2015 - Wiley Online Library
We explore the double‐edged sword of recombination in generating breakthrough
innovation: recombination of distant or diverse knowledge is needed because knowledge in …

Sociology in the era of big data: The ascent of forensic social science

DA McFarland, K Lewis, A Goldberg - The American Sociologist, 2016 - Springer
The rise of big data—data that are not only large and massively multivariate but concern a
dizzying array of phenomena—represents a watershed moment for the social sciences …

[图书][B] Culture in networks

P McLean - 2016 - books.google.com
Today, interest in networks is growing by leaps and bounds, in both scientific discourse and
popular culture. Networks are thought to be everywhere–from the architecture of our brains …