PICO Portalanswers from OpenAlex
Computational and Text Analysis Methods
TopicLeading institutions, researchers & key papers
Computational and Text Analysis Methods is a topic indexed in PICO Portal from OpenAlex.
What is known about Computational and Text Analysis Methods?
PICO Portalrecord summary
This cluster of papers focuses on the application of computational text analysis methods, such as topic modeling, machine learning, and natural language processing, in social science research. It explores the use of these methods for quantitative analysis of textual data, automated content classification, and uncovering patterns and trends in large text corpora.
How many works does Computational and Text Analysis Methods have?
PICO Portalindexed works
Computational and Text Analysis Methods has 52 works in the PICO Portal index. The count is the OpenAlex total, not the number of papers listed on this page.
What is the OpenAlex record for Computational and Text Analysis Methods?
PICO Portalopenalex
The OpenAlex for Computational and Text Analysis Methods is on the source record.
What are the most-cited papers on Computational and Text Analysis Methods?
PICO Portalmost cited works
Structural Topic Models for Open‐Ended Survey Responses
Margaret E. Roberts, Brandon Stewart, Dustin Tingley, Christopher Lucas, Jetson Leder‐Luis, Shana Kushner Gadarian, Bethany Albertson, David G. Rand
Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions
Yogesh K. Dwivedi, Anuj Sharma, Nripendra P. Rana, Mihalis Giannakis, Pooja Goel, Vincent Dutot
Why the Pirate Party Won the German Election of 2009 or The Trouble With Predictions: A Response to Tumasjan, A., Sprenger, T. O., Sander, P. G., & Welpe, I. M. “Predicting Elections With Twitter: What 140 Characters Reveal About Political Sentiment”
Andreas Jungherr, Pascal Jürgens, Harald Schoen
An Agenda for Open Science in Communication
Tobias Dienlin, Niklas Johannes, Nicholas David Bowman, Philipp K. Masur, Sven Engesser, Anna Sophie Kümpel, Josephine Lukito, Lindsey M. Bier, Renwen Zhang, Benjamin K. Johnson, Richard Huskey, Frank M. Schneider, Johannes Breuer, Douglas A. Parry, Ivar Vermeulen, Jacob T. Fisher, Jaime Banks, René Weber, David A. Ellis, Tim Smits, James Ivory, Sabine Trepte, Bree McEwan, Eike Mark Rinke, German Neubaum, Stephan Winter, Christopher J. Carpenter, Nicole Krämer, Sonja Utz, Julian Unkel, Xiaohui Wang, Brittany I Davidson, Nuri Kim, Andrea Stevenson Won, Emese Domahidi, Neil A. Lewis, Claes H. de Vreese
News Frame Analysis: An Inductive Mixed-method Computational Approach
Dror Walter, Yotam Ophir
Where is Computational and Text Analysis Methods research published, and who funds it?
PICO Portalvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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How much of the research on Computational and Text Analysis Methods is open access?
PICO Portalopen access share
33%OPEN ACCESS