Computational social science and sociology
A Edelmann, T Wolff, D Montagne… - Annual review of …, 2020 - annualreviews.org
The integration of social science with computer science and engineering fields has
produced a new area of study: computational social science. This field applies …
produced a new area of study: computational social science. This field applies …
Computational grounded theory: A methodological framework
LK Nelson - Sociological Methods & Research, 2020 - journals.sagepub.com
This article proposes a three-step methodological framework called computational grounded
theory, which combines expert human knowledge and hermeneutic skills with the …
theory, which combines expert human knowledge and hermeneutic skills with the …
Egypt's 2011 revolution: A demographic structural analysis
At the end of January 2011, Mubarak faced such a combination of long-, medium-and short-
term factors that he had no way to counter:(1) The explosive growth of the population of …
term factors that he had no way to counter:(1) The explosive growth of the population of …
The future of coding: A comparison of hand-coding and three types of computer-assisted text analysis methods
Advances in computer science and computational linguistics have yielded new, and faster,
computational approaches to structuring and analyzing textual data. These approaches …
computational approaches to structuring and analyzing textual data. These approaches …
[PDF][PDF] Large language models for text classification: From zero-shot learning to fine-tuning
This study analyzes large language models (LLMs) as a methodology for computational
sociology, focusing on applications to supervised text classification. We consider how the …
sociology, focusing on applications to supervised text classification. We consider how the …
[BOK][B] An introduction to text mining: Research design, data collection, and analysis
G Ignatow, R Mihalcea - 2017 - books.google.com
Students in social science courses communicate, socialize, shop, learn, and work online.
When they are asked to collect data for course projects they are often drawn to social media …
When they are asked to collect data for course projects they are often drawn to social media …
Networked partisanship and framing: a socio-semantic network analysis of the Italian debate on migration
The huge amount of data made available by the massive usage of social media has opened
up the unprecedented possibility to carry out a data-driven study of political processes …
up the unprecedented possibility to carry out a data-driven study of political processes …
Start generating: Harnessing generative artificial intelligence for sociological research
T Davidson - Socius, 2024 - journals.sagepub.com
How can generative artificial intelligence (GAI) be used for sociological research? The
author explores applications to the study of text and images across multiple domains …
author explores applications to the study of text and images across multiple domains …
Cultural cartography with word embeddings
Using the frequency of keywords is a classic approach in the formal analysis of text, but has
the drawback of glossing over the relationality of word meanings. Word embedding models …
the drawback of glossing over the relationality of word meanings. Word embedding models …
Tactical innovation in social movements: The effects of peripheral and multi-issue protest
Social movement researchers argue that tactical innovation occurs as a response to
changes external to movements, such as police repression and shifts in political authority, or …
changes external to movements, such as police repression and shifts in political authority, or …